system stringclasses 2
values | problem stringclasses 2
values | answers stringlengths 400 3.25k | game_name stringclasses 12
values | images images listlengths 3 3 | current_image imagewidth (px) 160 160 ⌀ | action_index int64 0 17 ⌀ | action stringclasses 18
values | reward listlengths 1 1 ⌀ | episode_reward float64 0 222k ⌀ | episode_id int64 0 41 ⌀ | step_id int64 1 7.43k ⌀ | done bool 2
classes | eps float64 0 0 ⌀ | current_state unknown | prev_state unknown | prev_str_action stringclasses 18
values | prev_int_action int64 0 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
You are a general-purpose game agent focused on scene understanding, key object recognition, and intelligent action decision-making based on continuous game frames. Please analyze and reason based on the following dimensions:
**Scene Analysis**: First, Extract dynamic information from the current frame and several pre... |
You are given a sequence of consecutive video game frames (observations).
Your task is to analyze the visual scene and reason about the game's dynamics to infer the most appropriate next action.
- Provide your reasoning based Scene Analysis and Game Reasoning dimensions, inside `<think>...</think>` tags.
- Then, out... | <think>Let me go with understanding the current state. The main game area spans from coordinates (16, 5) to (143, 174). I see
a player at (78, 17, 82, 21).
a player at (79, 63, 83, 76).
a score_dot at (26, 19, 27, 21).
a score_dot at (56, 19, 57, 21).
a score_dot at (34, 21, 35, 23).
a score_dot at (64, 21, 65, 23).
a ... | AlienNoFrameskip-v4 | 6 | UPRIGHT | [
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You are a general-purpose game agent focused on scene understanding, key object recognition, and intelligent action decision-making based on continuous game frames. Please analyze and reason based on the following dimensions:
**Scene Analysis**: First, Extract dynamic information from the current frame and several pre... |
You are given a sequence of consecutive video game frames (observations).
Your task is to analyze the visual scene and reason about the game's dynamics to infer the most appropriate next action.
- Provide your reasoning based Scene Analysis and Game Reasoning dimensions, inside `<think>...</think>` tags.
- Then, out... | <think>Let me go with understanding the current state. The main game area spans from coordinates (16, 5) to (143, 174). I see
a player at (77, 17, 83, 22).
a score_dot at (26, 19, 27, 21).
a score_dot at (56, 19, 57, 21).
a score_dot at (34, 21, 35, 23).
a score_dot at (64, 21, 65, 23).
a score_dot at (42, 23, 43, 25).... | AlienNoFrameskip-v4 | 6 | UPRIGHT | [
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56,
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0,
247,
60,... | UPRIGHT | 6 | ||
You are a general-purpose game agent focused on scene understanding, key object recognition, and intelligent action decision-making based on continuous game frames. Please analyze and reason based on the following dimensions:
**Scene Analysis**: First, Extract dynamic information from the current frame and several pre... |
You are given a sequence of consecutive video game frames (observations).
Your task is to analyze the visual scene and reason about the game's dynamics to infer the most appropriate next action.
- Provide your reasoning based Scene Analysis and Game Reasoning dimensions, inside `<think>...</think>` tags.
- Then, out... | <think>Let me go with understanding the current state. The main game area spans from coordinates (16, 5) to (143, 174). I see
a player at (77, 17, 83, 22).
a player at (79, 63, 83, 76).
a score_dot at (26, 19, 27, 21).
a score_dot at (56, 19, 57, 21).
a score_dot at (34, 21, 35, 23).
a score_dot at (64, 21, 65, 23).
a ... | AlienNoFrameskip-v4 | 8 | DOWNRIGHT | [
0
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60,... | UPRIGHT | 6 | ||
You are a general-purpose game agent focused on scene understanding, key object recognition, and intelligent action decision-making based on continuous game frames. Please analyze and reason based on the following dimensions:
**Scene Analysis**: First, Extract dynamic information from the current frame and several pre... |
You are given a sequence of consecutive video game frames (observations).
Your task is to analyze the visual scene and reason about the game's dynamics to infer the most appropriate next action.
- Provide your reasoning based Scene Analysis and Game Reasoning dimensions, inside `<think>...</think>` tags.
- Then, out... | <think>Let me go with understanding the current state. The main game area spans from coordinates (16, 5) to (143, 174). I see
a player at (78, 17, 82, 21).
a player at (80, 63, 82, 76).
a score_dot at (26, 19, 27, 21).
a score_dot at (56, 19, 57, 21).
a score_dot at (34, 21, 35, 23).
a score_dot at (64, 21, 65, 23).
a ... | AlienNoFrameskip-v4 | 0 | NOOP | [
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60,... | DOWNRIGHT | 8 | ||
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0
] | 0 | 0 | 5 | false | 0.001 | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYAKAAAACgAAAAAAAAAAAAAAD0(...TRUNCATED) | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYAJAAAACQAAAAAAAAAAAAAAD0(...TRUNCATED) | NOOP | 0 | |
"You are a general-purpose game agent focused on scene understanding, key object recognition, and in(...TRUNCATED) | "\nYou are given a sequence of consecutive video game frames (observations).\n\nYour task is to anal(...TRUNCATED) | "<think>Let me go with understanding the current state. The main game area spans from coordinates (1(...TRUNCATED) | AlienNoFrameskip-v4 | [{"src":"https://datasets-server.huggingface.co/assets/StevenKaseiyo/shooting_1_AUG/--/{dataset_git_(...TRUNCATED) | 0 | NOOP | [
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] | 0 | 0 | 6 | false | 0.001 | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYALAAAACwAAAAAAAAAAAAAAD0(...TRUNCATED) | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYAKAAAACgAAAAAAAAAAAAAAD0(...TRUNCATED) | UPRIGHT | 6 | |
"You are a general-purpose game agent focused on scene understanding, key object recognition, and in(...TRUNCATED) | "\nYou are given a sequence of consecutive video game frames (observations).\n\nYour task is to anal(...TRUNCATED) | "<think>Let me go with understanding the current state. The main game area spans from coordinates (1(...TRUNCATED) | AlienNoFrameskip-v4 | [{"src":"https://datasets-server.huggingface.co/assets/StevenKaseiyo/shooting_1_AUG/--/{dataset_git_(...TRUNCATED) | 6 | UPRIGHT | [
0
] | 0 | 0 | 7 | false | 0.001 | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYAMAAAADAAAAAAAAAAAAAAAD0(...TRUNCATED) | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYALAAAACwAAAAAAAAAAAAAAD0(...TRUNCATED) | NOOP | 0 | |
"You are a general-purpose game agent focused on scene understanding, key object recognition, and in(...TRUNCATED) | "\nYou are given a sequence of consecutive video game frames (observations).\n\nYour task is to anal(...TRUNCATED) | "<think>Let me go with understanding the current state. The main game area spans from coordinates (1(...TRUNCATED) | AlienNoFrameskip-v4 | [{"src":"https://datasets-server.huggingface.co/assets/StevenKaseiyo/shooting_1_AUG/--/{dataset_git_(...TRUNCATED) | 0 | NOOP | [
0
] | 0 | 0 | 8 | false | 0.001 | "gASVjTgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYjgAAPc8BgD3PAYANAAAADQAAAAAAAAAAAAAAD4(...TRUNCATED) | "gASVjDgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYTgAAPc8BgD3PAYAMAAAADAAAAAAAAAAAAAAAD0(...TRUNCATED) | UPRIGHT | 6 | |
"You are a general-purpose game agent focused on scene understanding, key object recognition, and in(...TRUNCATED) | "\nYou are given a sequence of consecutive video game frames (observations).\n\nYour task is to anal(...TRUNCATED) | "<think>Let me go with understanding the current state. The main game area spans from coordinates (1(...TRUNCATED) | AlienNoFrameskip-v4 | [{"src":"https://datasets-server.huggingface.co/assets/StevenKaseiyo/shooting_1_AUG/--/{dataset_git_(...TRUNCATED) | 6 | UPRIGHT | [
0
] | 0 | 0 | 9 | false | 0.001 | "gASVjTgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYjgAAPc8BgD3PAYAOAAAADgAAAAAAAAAAAAAAD4(...TRUNCATED) | "gASVjTgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYjgAAPc8BgD3PAYANAAAADQAAAAAAAAAAAAAAD4(...TRUNCATED) | NOOP | 0 | |
"You are a general-purpose game agent focused on scene understanding, key object recognition, and in(...TRUNCATED) | "\nYou are given a sequence of consecutive video game frames (observations).\n\nYour task is to anal(...TRUNCATED) | "<think>Let me go with understanding the current state. The main game area spans from coordinates (1(...TRUNCATED) | AlienNoFrameskip-v4 | [{"src":"https://datasets-server.huggingface.co/assets/StevenKaseiyo/shooting_1_AUG/--/{dataset_git_(...TRUNCATED) | 6 | UPRIGHT | [
0
] | 0 | 0 | 10 | false | 0.001 | "gASVjTgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYjgAAPc8BgD3PAYAPAAAADwAAAAAAAAAAAAAAD4(...TRUNCATED) | "gASVjTgAAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCYjgAAPc8BgD3PAYAOAAAADgAAAAAAAAAAAAAAD4(...TRUNCATED) | UPRIGHT | 6 |
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