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README.md

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+---
+license: mit
+task_categories:
+- reinforcement_learning
+- decision_making
+task_ids:
+- emoji_quest_rl
+pretty_name: Emoji Quest RL Dataset
+dataset_info:
+  configs:
+  - config_name: game_states
+    data_files:
+    - split: train
+      path: game_states.csv
+    features:
+    - name: timestamp
+      dtype: int64
+    - name: action
+      dtype: string
+    - name: reward
+      dtype: float64
+    - name: outcome
+      dtype: string
+    - name: decision_type
+      dtype: string
+    - name: player_state_snapshot
+      dtype: string
+    - name: enemy_info
+      dtype: string
+    - name: player_state
+      dtype: string
+    - name: enemy_state
+      dtype: string
+    - name: enemy_count
+      dtype: int64
+    - name: game_state
+      dtype: string
+  - config_name: decisions
+    data_files:
+    - split: train
+      path: decisions.csv
+    features:
+    - name: timestamp
+      dtype: int64
+    - name: action
+      dtype: string
+    - name: reward
+      dtype: float64
+    - name: outcome
+      dtype: string
+    - name: decision_type
+      dtype: string
+    - name: player_state_snapshot
+      dtype: string
+    - name: enemy_info
+      dtype: string
+    - name: player_state
+      dtype: string
+    - name: enemy_state
+      dtype: string
+    - name: enemy_count
+      dtype: int64
+    - name: game_state
+      dtype: string
+default: game_states
+---
+# Emoji Quest RL Dataset
+Reinforcement learning dataset from Emoji Quest RL gameplay.
+
+## Files
+### game_states.csv
+Game state snapshots at each decision point. Contains player and enemy stats.
+
+### decisions.csv
+Player decisions with rewards and outcomes. Contains action choices and results.
+
+## Summary
+- Total states: 85
+- Total decisions: 85
+- Total enemies defeated: 13
+- Total gold earned: 1451
+- Total XP earned: 121
+- Play time: 169 seconds
+- Final level: 8
+- Final gold: 1451
+- Final HP: 210
+- Final MP: 20

decisions.csv

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decisions.json

@@ -0,0 +1,1107 @@
+[
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+    "enemy_info": "{\"name\":\"Vlyth\",\"emoji\":\"🦇\",\"hp\":-19,\"maxHp\":77,\"attack\":14,\"is_boss\":false,\"is_elite\":false}",
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+    "enemy_info": "{\"name\":\"Vlyth\",\"emoji\":\"🦇\",\"hp\":-19,\"maxHp\":77,\"attack\":14,\"is_boss\":false,\"is_elite\":false}",
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+    "enemy_info": "{\"name\":\"Xenorath\",\"emoji\":\"👽\",\"hp\":221,\"maxHp\":320,\"attack\":64,\"is_boss\":false,\"is_elite\":false}",
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+    "enemy_info": "{\"name\":\"Xenorath\",\"emoji\":\"👽\",\"hp\":122,\"maxHp\":320,\"attack\":64,\"is_boss\":false,\"is_elite\":false}",
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+  {
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+  },
+  {
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+    "enemy_info": "{\"name\":\"Xenorath\",\"emoji\":\"👽\",\"hp\":23,\"maxHp\":320,\"attack\":64,\"is_boss\":false,\"is_elite\":false}",
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+  },
+  {
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+  {
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+    "enemy_info": "{\"name\":\"King Screenix\",\"emoji\":\"👑🖥️\",\"hp\":116,\"maxHp\":440,\"attack\":100,\"is_boss\":true,\"is_elite\":false}",
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+    "game_state": "playing"
+  },
+  {
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+    "enemy_state": "{\"emoji\":\"👑🖥️\",\"name\":\"King Screenix\",\"hp\":116,\"attack\":100,\"maxHp\":440,\"isBoss\":true,\"isElite\":false}",
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+    "game_state": "playing"
+  },
+  {
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+    "game_state": "playing"
+  },
+  {
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+    "enemy_info": "{\"name\":\"King Screenix\",\"emoji\":\"👑🖥️\",\"hp\":8,\"maxHp\":440,\"attack\":100,\"is_boss\":true,\"is_elite\":false}",
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+    "enemy_state": "{\"emoji\":\"👑🖥️\",\"name\":\"King Screenix\",\"hp\":8,\"attack\":100,\"maxHp\":440,\"isBoss\":true,\"isElite\":false}",
+    "enemy_count": 10,
+    "game_state": "playing"
+  },
+  {
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+    "enemy_info": "{\"name\":\"King Screenix\",\"emoji\":\"👑🖥️\",\"hp\":-100,\"maxHp\":440,\"attack\":100,\"is_boss\":true,\"is_elite\":false}",
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+    "enemy_state": "{\"emoji\":\"👑🖥️\",\"name\":\"King Screenix\",\"hp\":-100,\"attack\":100,\"maxHp\":440,\"isBoss\":true,\"isElite\":false}",
+    "enemy_count": 10,
+    "game_state": "playing"
+  },
+  {
+    "timestamp": 1768180725031,
+    "action": "enemy_defeated",
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+    "enemy_info": "{\"name\":\"Voltrix\",\"emoji\":\"🔋\",\"hp\":200,\"maxHp\":308,\"attack\":65,\"is_boss\":false,\"is_elite\":false}",
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+  },
+  {
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+    "game_state": "playing"
+  },
+  {
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+  },
+  {
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+  },
+  {
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+    "action": "upgrade_int",
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+    "enemy_count": 13,
+    "game_state": "playing"
+  },
+  {
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+    "action": "upgrade_vit",
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+  },
+  {
+    "timestamp": 1768180732402,
+    "action": "craft_armor_1",
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+    "enemy_count": 13,
+    "game_state": "playing"
+  }
+]

game_states.csv

@@ -0,0 +1,86 @@
+timestamp,action,reward,outcome,decision_type,player_state_snapshot,enemy_info,player_state,enemy_state,enemy_count,game_state
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+    "enemy_info": "{\"name\":\"Xenorath\",\"emoji\":\"👽\",\"hp\":-76,\"maxHp\":320,\"attack\":64,\"is_boss\":false,\"is_elite\":false}",
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+  {
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+    "enemy_info": "{\"name\":\"Datavore\",\"emoji\":\"💾\",\"hp\":204,\"maxHp\":204,\"attack\":44,\"is_boss\":false,\"is_elite\":false}",
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+    "enemy_count": 7,
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+  },
+  {
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+    "enemy_info": "{\"name\":\"Datavore\",\"emoji\":\"💾\",\"hp\":102,\"maxHp\":204,\"attack\":44,\"is_boss\":false,\"is_elite\":false}",
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+    "enemy_state": "{\"emoji\":\"💾\",\"name\":\"Datavore\",\"hp\":102,\"attack\":44,\"maxHp\":204,\"isBoss\":false,\"isElite\":false}",
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+  },
+  {
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+    "outcome": "victory",
+    "decision_type": "combat_victory",
+    "player_state_snapshot": "{\"level\":7,\"hp\":210,\"maxHp\":310,\"mp\":20,\"maxMp\":110,\"str\":5,\"int\":11,\"vit\":11,\"def\":0,\"gold\":2959,\"skillPoints\":0}",
+    "enemy_info": "{\"name\":\"Voltrix\",\"emoji\":\"🔋\",\"hp\":-16,\"maxHp\":308,\"attack\":65,\"is_boss\":false,\"is_elite\":false}",
+    "player_state": "{\"level\":7,\"hp\":210,\"maxHp\":310,\"mp\":20,\"maxMp\":110,\"exp\":442,\"expToLevel\":567,\"str\":5,\"int\":11,\"vit\":11,\"def\":0,\"gold\":2959,\"skillPoints\":0,\"armorLevel\":0,\"hasGreatStaff\":false,\"hasGreatSword\":false,\"atkBonus\":0,\"spellBonus\":0}",
+    "enemy_state": "{\"emoji\":\"🔋\",\"name\":\"Voltrix\",\"hp\":-16,\"attack\":65,\"maxHp\":308,\"isBoss\":false,\"isElite\":false}",
+    "enemy_count": 12,
+    "game_state": "playing"
+  },
+  {
+    "timestamp": 1768180727906,
+    "action": "level_up",
+    "reward": 500,
+    "outcome": "progression",
+    "decision_type": "progression",
+    "player_state_snapshot": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"str\":5,\"int\":11,\"vit\":11,\"def\":0,\"gold\":3451,\"skillPoints\":2}",
+    "enemy_info": "{\"name\":\"Voltrix\",\"emoji\":\"🔋\",\"hp\":-16,\"maxHp\":308,\"attack\":65,\"is_boss\":false,\"is_elite\":false}",
+    "player_state": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"exp\":121,\"expToLevel\":850,\"str\":5,\"int\":11,\"vit\":11,\"def\":0,\"gold\":3451,\"skillPoints\":2,\"armorLevel\":0,\"hasGreatStaff\":false,\"hasGreatSword\":false,\"atkBonus\":0,\"spellBonus\":0}",
+    "enemy_state": "{\"emoji\":\"🔋\",\"name\":\"Voltrix\",\"hp\":-16,\"attack\":65,\"maxHp\":308,\"isBoss\":false,\"isElite\":false}",
+    "enemy_count": 12,
+    "game_state": "playing"
+  },
+  {
+    "timestamp": 1768180729004,
+    "action": "upgrade_int",
+    "reward": 50,
+    "outcome": "stat_improvement",
+    "decision_type": "upgrade_stat",
+    "player_state_snapshot": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"str\":5,\"int\":12,\"vit\":11,\"def\":0,\"gold\":3451,\"skillPoints\":1}",
+    "enemy_info": "{\"name\":\"Webtron\",\"emoji\":\"🕸️\",\"hp\":299,\"maxHp\":299,\"attack\":77,\"is_boss\":false,\"is_elite\":false}",
+    "player_state": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"exp\":121,\"expToLevel\":850,\"str\":5,\"int\":12,\"vit\":11,\"def\":0,\"gold\":3451,\"skillPoints\":1,\"armorLevel\":0,\"hasGreatStaff\":false,\"hasGreatSword\":false,\"atkBonus\":0,\"spellBonus\":0}",
+    "enemy_state": "{\"emoji\":\"🕸️\",\"name\":\"Webtron\",\"hp\":299,\"attack\":77,\"maxHp\":299,\"isBoss\":false,\"isElite\":false}",
+    "enemy_count": 13,
+    "game_state": "playing"
+  },
+  {
+    "timestamp": 1768180729432,
+    "action": "upgrade_vit",
+    "reward": 50,
+    "outcome": "stat_improvement",
+    "decision_type": "upgrade_stat",
+    "player_state_snapshot": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"str\":5,\"int\":12,\"vit\":12,\"def\":0,\"gold\":3451,\"skillPoints\":0}",
+    "enemy_info": "{\"name\":\"Webtron\",\"emoji\":\"🕸️\",\"hp\":299,\"maxHp\":299,\"attack\":77,\"is_boss\":false,\"is_elite\":false}",
+    "player_state": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"exp\":121,\"expToLevel\":850,\"str\":5,\"int\":12,\"vit\":12,\"def\":0,\"gold\":3451,\"skillPoints\":0,\"armorLevel\":0,\"hasGreatStaff\":false,\"hasGreatSword\":false,\"atkBonus\":0,\"spellBonus\":0}",
+    "enemy_state": "{\"emoji\":\"🕸️\",\"name\":\"Webtron\",\"hp\":299,\"attack\":77,\"maxHp\":299,\"isBoss\":false,\"isElite\":false}",
+    "enemy_count": 13,
+    "game_state": "playing"
+  },
+  {
+    "timestamp": 1768180732402,
+    "action": "craft_armor_1",
+    "reward": 25,
+    "outcome": "equipment_craft",
+    "decision_type": "craft_armor",
+    "player_state_snapshot": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"str\":5,\"int\":12,\"vit\":12,\"def\":25,\"gold\":1451,\"skillPoints\":0}",
+    "enemy_info": "{\"name\":\"Webtron\",\"emoji\":\"🕸️\",\"hp\":299,\"maxHp\":299,\"attack\":77,\"is_boss\":false,\"is_elite\":false}",
+    "player_state": "{\"level\":8,\"hp\":210,\"maxHp\":352,\"mp\":20,\"maxMp\":120,\"exp\":121,\"expToLevel\":850,\"str\":5,\"int\":12,\"vit\":12,\"def\":25,\"gold\":1451,\"skillPoints\":0,\"armorLevel\":1,\"hasGreatStaff\":false,\"hasGreatSword\":false,\"atkBonus\":0,\"spellBonus\":0}",
+    "enemy_state": "{\"emoji\":\"🕸️\",\"name\":\"Webtron\",\"hp\":299,\"attack\":77,\"maxHp\":299,\"isBoss\":false,\"isElite\":false}",
+    "enemy_count": 13,
+    "game_state": "playing"
+  }
+]