skonan/Atari_Multiple_Choice_Sample · Datasets at Hugging Face

pre_text stringlengths 1.09k 1.35k	post_text stringclasses 4 values	answer int64 0 3	game stringclasses 2 values	problem_type stringclasses 7 values	episode_id int64 0 9	timestamp int64 5 1.18k	index int64 0 49
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (1 steps): 1. LEFTFIRE	Correct Answer: 3	3	alien	World-Modeling-k1	0	161	0
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (1 steps): 1. DOWNLEFTFIRE	Correct Answer: 0	0	alien	World-Modeling-k1	2	279	1
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (2 steps): 1. DOWNLEFTFIRE 2. LEFTFIRE	Correct Answer: 0	0	alien	World-Modeling-k2	7	200	2
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (2 steps): 1. UPFIRE 2. LEFTFIRE	Correct Answer: 1	1	alien	World-Modeling-k2	3	5	3
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k5 QUESTION: After taking the following 5 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (5 steps): 1. LEFTFIRE 2. UPLEFTFIRE 3. UPLEFTFIRE 4. LEFTFIRE 5. DOWN	Correct Answer: 0	0	alien	World-Modeling-k5	9	416	4
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. RIGHTFIRE 1. DOWNLEFT 2. UPRIGHTFIRE 3. LEFT	Correct Answer: 1	1	alien	Action Recognition	0	1,073	5
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. DOWN 1. DOWNFIRE 2. UPLEFT 3. DOWNLEFTFIRE	Correct Answer: 1	1	alien	Action Recognition	9	213	6
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. UPFIRE 1. UP 2. NOOP 3. FIRE	Correct Answer: 1	1	alien	Action Recognition	2	933	7
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. RIGHTFIRE 1. UPLEFTFIRE 2. LEFT 3. DOWN	Correct Answer: 0	0	alien	Action Recognition	7	151	8
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. DOWNLEFTFIRE 1. LEFTFIRE 2. DOWNLEFT 3. RIGHTFIRE	Correct Answer: 0	0	alien	Action Recognition	1	131	9
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +10.0 reward?	Correct Answer: 0	0	alien	Reward Event Recognition	0	118	10
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +10.0 reward?	Correct Answer: 0	0	alien	Reward Event Recognition	1	483	11
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +10.0 reward?	Correct Answer: 1	1	alien	Reward Event Recognition	4	80	12
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +10.0 reward?	Correct Answer: 1	1	alien	Reward Event Recognition	4	471	13
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +10.0 reward?	Correct Answer: 1	1	alien	Reward Event Recognition	3	205	14
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 2	2	alien	End-of-Game Event Recognition	4	1,032	15
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 2	2	alien	End-of-Game Event Recognition	0	1,184	16
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 3	3	alien	End-of-Game Event Recognition	2	1,035	17
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 2	2	alien	End-of-Game Event Recognition	9	594	18
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 1	1	alien	End-of-Game Event Recognition	1	696	19
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPFIRE, which reward is correct? Reward options: 0. -1.0 1. 1.0 2. 0.0 3. 5.0	Correct Answer: 2	2	alien	Reward Modeling	8	435	25
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = FIRE, which reward is correct? Reward options: 0. -1.0 1. 0.0 2. 5.0 3. 1.0	Correct Answer: 1	1	alien	Reward Modeling	3	126	26
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? Reward options: 0. -1.0 1. 1.0 2. 0.0 3. 5.0	Correct Answer: 2	2	alien	Reward Modeling	3	581	27
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = NOOP, which reward is correct? Reward options: 0. 0.0 1. -1.0 2. 10.0 3. 20.0	Correct Answer: 2	2	alien	Reward Modeling	6	473	28
GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPLEFT, which reward is correct? Reward options: 0. -1.0 1. 5.0 2. 1.0 3. 0.0	Correct Answer: 3	3	alien	Reward Modeling	2	733	29
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (1 steps): 1. RIGHT	Correct Answer: 3	3	asterix	World-Modeling-k1	5	453	20
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (1 steps): 1. DOWNLEFT	Correct Answer: 0	0	asterix	World-Modeling-k1	2	310	21
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (2 steps): 1. DOWN 2. DOWNRIGHT	Correct Answer: 3	3	asterix	World-Modeling-k2	9	238	22
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (2 steps): 1. DOWNLEFT 2. DOWNLEFT	Correct Answer: 1	1	asterix	World-Modeling-k2	1	379	23
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k5 QUESTION: After taking the following 5 action(s), which resulting state (0, 1, 2, 3) is correct? Actions to take (5 steps): 1. UPLEFT 2. LEFT 3. UPRIGHT 4. RIGHT 5. LEFT	Correct Answer: 2	2	asterix	World-Modeling-k5	0	133	24
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. RIGHT 1. UPLEFT 2. DOWNRIGHT 3. DOWNLEFT	Correct Answer: 0	0	asterix	Action Recognition	2	388	30
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. RIGHT 1. DOWNLEFT 2. DOWN 3. NOOP	Correct Answer: 1	1	asterix	Action Recognition	2	184	31
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. DOWNRIGHT 1. DOWN 2. UP 3. NOOP	Correct Answer: 0	0	asterix	Action Recognition	2	44	32
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. DOWNRIGHT 1. DOWN 2. UPLEFT 3. UPRIGHT	Correct Answer: 1	1	asterix	Action Recognition	8	302	33
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? Choices: 0. DOWN 1. DOWNRIGHT 2. UPRIGHT 3. LEFT	Correct Answer: 3	3	asterix	Action Recognition	1	307	34
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +50.0 reward?	Correct Answer: 3	3	asterix	Reward Event Recognition	0	18	35
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +50.0 reward?	Correct Answer: 2	2	asterix	Reward Event Recognition	5	84	36
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +50.0 reward?	Correct Answer: 0	0	asterix	Reward Event Recognition	0	17	37
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +50.0 reward?	Correct Answer: 2	2	asterix	Reward Event Recognition	6	149	38
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a +50.0 reward?	Correct Answer: 0	0	asterix	Reward Event Recognition	1	100	39
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 1	1	asterix	End-of-Game Event Recognition	0	211	40
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 2	2	asterix	End-of-Game Event Recognition	5	505	41
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 1	1	asterix	End-of-Game Event Recognition	2	454	42
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 3	3	asterix	End-of-Game Event Recognition	9	505	43
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?	Correct Answer: 2	2	asterix	End-of-Game Event Recognition	7	211	44
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = RIGHT, which reward is correct? Reward options: 0. -1.0 1. 0.0 2. 5.0 3. 1.0	Correct Answer: 1	1	asterix	Reward Modeling	2	146	45
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? Reward options: 0. 1.0 1. 0.0 2. 5.0 3. -1.0	Correct Answer: 1	1	asterix	Reward Modeling	7	132	46
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? Reward options: 0. 0.0 1. 50.0 2. -1.0 3. 100.0	Correct Answer: 1	1	asterix	Reward Modeling	4	94	47
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPRIGHT, which reward is correct? Reward options: 0. 1.0 1. 0.0 2. -1.0 3. 5.0	Correct Answer: 1	1	asterix	Reward Modeling	6	98	48
GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWNLEFT, which reward is correct? Reward options: 0. 0.0 1. -1.0 2. 1.0 3. 5.0	Correct Answer: 0	0	asterix	Reward Modeling	2	59	49

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (1 steps):** 1. LEFTFIRE

**Correct Answer: 3**

3

alien

World-Modeling-k1

0

161

0

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (1 steps):** 1. DOWNLEFTFIRE

**Correct Answer: 0**

0

alien

World-Modeling-k1

2

279

1

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (2 steps):** 1. DOWNLEFTFIRE 2. LEFTFIRE

**Correct Answer: 0**

0

alien

World-Modeling-k2

7

200

2

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (2 steps):** 1. UPFIRE 2. LEFTFIRE

**Correct Answer: 1**

1

alien

World-Modeling-k2

3

5

3

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: World-Modeling-k5 QUESTION: After taking the following 5 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (5 steps):** 1. LEFTFIRE 2. UPLEFTFIRE 3. UPLEFTFIRE 4. LEFTFIRE 5. DOWN

**Correct Answer: 0**

0

alien

World-Modeling-k5

9

416

4

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. RIGHTFIRE 1. DOWNLEFT 2. UPRIGHTFIRE 3. LEFT

**Correct Answer: 1**

1

alien

Action Recognition

0

1,073

5

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. DOWN 1. DOWNFIRE 2. UPLEFT 3. DOWNLEFTFIRE

**Correct Answer: 1**

1

alien

Action Recognition

9

213

6

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. UPFIRE 1. UP 2. NOOP 3. FIRE

**Correct Answer: 1**

1

alien

Action Recognition

2

933

7

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. RIGHTFIRE 1. UPLEFTFIRE 2. LEFT 3. DOWN

**Correct Answer: 0**

0

alien

Action Recognition

7

151

8

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. DOWNLEFTFIRE 1. LEFTFIRE 2. DOWNLEFT 3. RIGHTFIRE

**Correct Answer: 0**

0

alien

Action Recognition

1

131

9

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+10.0** reward?

**Correct Answer: 0**

0

alien

Reward Event Recognition

0

118

10

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+10.0** reward?

**Correct Answer: 0**

0

alien

Reward Event Recognition

1

483

11

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+10.0** reward?

**Correct Answer: 1**

1

alien

Reward Event Recognition

4

80

12

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+10.0** reward?

**Correct Answer: 1**

1

alien

Reward Event Recognition

4

471

13

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+10.0** reward?

**Correct Answer: 1**

1

alien

Reward Event Recognition

3

205

14

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 2**

2

alien

End-of-Game Event Recognition

4

1,032

15

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 2**

2

alien

End-of-Game Event Recognition

0

1,184

16

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 3**

3

alien

End-of-Game Event Recognition

2

1,035

17

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 2**

2

alien

End-of-Game Event Recognition

9

594

18

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 1**

1

alien

End-of-Game Event Recognition

1

696

19

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPFIRE, which reward is correct? **Reward options:** 0. -1.0 1. 1.0 2. 0.0 3. 5.0

**Correct Answer: 2**

2

alien

Reward Modeling

8

435

25

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = FIRE, which reward is correct? **Reward options:** 0. -1.0 1. 0.0 2. 5.0 3. 1.0

**Correct Answer: 1**

1

alien

Reward Modeling

3

126

26

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? **Reward options:** 0. -1.0 1. 1.0 2. 0.0 3. 5.0

**Correct Answer: 2**

2

alien

Reward Modeling

3

581

27

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = NOOP, which reward is correct? **Reward options:** 0. 0.0 1. -1.0 2. 10.0 3. 20.0

**Correct Answer: 2**

2

alien

Reward Modeling

6

473

28

GAME: alien GAME_DESCRIPTION: You are stuck in a maze-like spaceship with three aliens. You goal is to destroy their eggs that are scattered all over the ship while simultaneously avoiding the aliens (they are trying to kill you). You have a flamethrower that can help you turn them away in tricky situations. Moreover, you can occasionally collect a power-up (pulsar) that gives you the temporary ability to kill aliens. GAME_VISUALS: Bright blue/purple maze structure with geometric corridors and walls. White dots scattered throughout maze corridors as collectible items. Small white humanoid figure sprites - one player character and one enemy/second player. Complex geometric maze design with thick blue walls forming narrow pathway system similar to Pac-Man but with different visual styling. REWARD_STRUCTURE: You score points by destroying eggs, killing aliens, using pulsars, and collecting special prizes. When you are caught by an alien, you will lose one of your lives. The number of lives you have depends on the game flavor. For a table of scores corresponding to the different achievements, consult the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPLEFT, which reward is correct? **Reward options:** 0. -1.0 1. 5.0 2. 1.0 3. 0.0

**Correct Answer: 3**

3

alien

Reward Modeling

2

733

29

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (1 steps):** 1. RIGHT

**Correct Answer: 3**

3

asterix

World-Modeling-k1

5

453

20

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k1 QUESTION: After taking the following 1 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (1 steps):** 1. DOWNLEFT

**Correct Answer: 0**

0

asterix

World-Modeling-k1

2

310

21

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (2 steps):** 1. DOWN 2. DOWNRIGHT

**Correct Answer: 3**

3

asterix

World-Modeling-k2

9

238

22

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k2 QUESTION: After taking the following 2 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (2 steps):** 1. DOWNLEFT 2. DOWNLEFT

**Correct Answer: 1**

1

asterix

World-Modeling-k2

1

379

23

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: World-Modeling-k5 QUESTION: After taking the following 5 action(s), which resulting state (0, 1, 2, 3) is correct? **Actions to take (5 steps):** 1. UPLEFT 2. LEFT 3. UPRIGHT 4. RIGHT 5. LEFT

**Correct Answer: 2**

2

asterix

World-Modeling-k5

0

133

24

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. RIGHT 1. UPLEFT 2. DOWNRIGHT 3. DOWNLEFT

**Correct Answer: 0**

0

asterix

Action Recognition

2

388

30

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. RIGHT 1. DOWNLEFT 2. DOWN 3. NOOP

**Correct Answer: 1**

1

asterix

Action Recognition

2

184

31

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. DOWNRIGHT 1. DOWN 2. UP 3. NOOP

**Correct Answer: 0**

0

asterix

Action Recognition

2

44

32

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. DOWNRIGHT 1. DOWN 2. UPLEFT 3. UPRIGHT

**Correct Answer: 1**

1

asterix

Action Recognition

8

302

33

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Action Recognition QUESTION: Which action was taken to transition from the first state to the second? **Choices:** 0. DOWN 1. DOWNRIGHT 2. UPRIGHT 3. LEFT

**Correct Answer: 3**

3

asterix

Action Recognition

1

307

34

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+50.0** reward?

**Correct Answer: 3**

3

asterix

Reward Event Recognition

0

18

35

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+50.0** reward?

**Correct Answer: 2**

2

asterix

Reward Event Recognition

5

84

36

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+50.0** reward?

**Correct Answer: 0**

0

asterix

Reward Event Recognition

0

17

37

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+50.0** reward?

**Correct Answer: 2**

2

asterix

Reward Event Recognition

6

149

38

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Event Recognition QUESTION: Which state (0, 1, 2, or 3) most likely precedes a **+50.0** reward?

**Correct Answer: 0**

0

asterix

Reward Event Recognition

1

100

39

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 1**

1

asterix

End-of-Game Event Recognition

0

211

40

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 2**

2

asterix

End-of-Game Event Recognition

5

505

41

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 1**

1

asterix

End-of-Game Event Recognition

2

454

42

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 3**

3

asterix

End-of-Game Event Recognition

9

505

43

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: End-of-Game Event Recognition QUESTION: Which state (0, 1, 2, 3) precedes game termination?

**Correct Answer: 2**

2

asterix

End-of-Game Event Recognition

7

211

44

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = RIGHT, which reward is correct? **Reward options:** 0. -1.0 1. 0.0 2. 5.0 3. 1.0

**Correct Answer: 1**

1

asterix

Reward Modeling

2

146

45

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? **Reward options:** 0. 1.0 1. 0.0 2. 5.0 3. -1.0

**Correct Answer: 1**

1

asterix

Reward Modeling

7

132

46

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWN, which reward is correct? **Reward options:** 0. 0.0 1. 50.0 2. -1.0 3. 100.0

**Correct Answer: 1**

1

asterix

Reward Modeling

4

94

47

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = UPRIGHT, which reward is correct? **Reward options:** 0. 1.0 1. 0.0 2. -1.0 3. 5.0

**Correct Answer: 1**

1

asterix

Reward Modeling

6

98

48

GAME: asterix GAME_DESCRIPTION: You are Asterix and can move horizontally (continuously) and vertically (discretely). Objects move horizontally across the screen including lyres and other (more useful) objects. Your goal is to guideAsterix in such a way as to avoid lyres and collect as many other objects as possible. You score points by collecting objects and lose a life whenever you collect a lyre. You have three lives available at the beginning. If you score sufficiently many points, you will be awarded additional points. GAME_VISUALS: Purple oval-shaped arena structures at top and bottom. Three horizontal blue platforms with red bird-like enemy creatures positioned on them. Small white/yellow character sprite at bottom (Asterix). Black background. Bright blue platforms appear solid. Enemy sprites have wing-like appendages and are clearly bird creatures. REWARD_STRUCTURE: A table of scores awarded for collecting the different objects is provided on the AtariAge page. TASK: Reward Modeling QUESTION: Given the state below and action = DOWNLEFT, which reward is correct? **Reward options:** 0. 0.0 1. -1.0 2. 1.0 3. 5.0

**Correct Answer: 0**

0

asterix

Reward Modeling

2

59

49