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Minecraft-ChopTree

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Size:
10K - 100K
Tags:
minecraft
behavioral-cloning
agent
gameplay
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  1. README.md +60 -5
  2. data/scenario-0001.parquet +3 -0
  3. data/scenario-0002.parquet +3 -0
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  37. data/scenario-0036.parquet +3 -0
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README.md CHANGED
@@ -1,5 +1,60 @@
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- ---
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- license: mit
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- tags:
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- - Minecraft
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ task_categories:
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+ - imitation-learning
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+ tags:
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+ - minecraft
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+ - behavioral-cloning
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+ - agent
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+ - gameplay
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+ pretty_name: Minecraft Wood-Chopping Scenarios
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+
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+ # Minecraft Wood-Chopping Scenarios
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+
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+ Dataset d'imitation learning (behavioral cloning) enregistré dans
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+ Minecraft Java 1.21.1 avec un mod Fabric custom.
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+
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+ 50 épisodes de coupe d'arbres en survie, 20 Hz, avec randomisation
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+ de l'inventaire, de la vie et de la faim au début de chaque épisode.
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+
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+ ## Structure
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+
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+ - `data/scenario-XXXX.parquet` : un fichier par épisode, une ligne par tick
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+ - `meta/scenario-XXXX.json` : métadonnées de l'épisode (rayons, fréquence, dimension)
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+
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+ ## Colonnes principales (parquet)
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+
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+ | Colonne | Type | Description |
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+ |---|---|---|
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+ | `tick` | int | numéro du tick dans l'épisode (20 Hz) |
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+ | `player` | struct | x, y, z (ABSOLUS), yaw, pitch, on_ground, health, food, sneaking, sprinting |
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+ | `actions` | struct | forward, back, left, right, jump, sneak, sprint, attack, use, drop, swap_hands, open_inventory, pick_block, dyaw, dpitch |
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+ | `held_slot` | int | slot de la hotbar tenu |
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+ | `screen_open` | bool | un GUI est-il ouvert |
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+ | `events` | list | événements discrets (attack_block, slot_click, drop_item, select_slot, screen_open...) |
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+ | `target` | struct | bloc/entité visé au crosshair (coords relatives) |
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+ | `blocks` | list | snapshot tous les 10 ticks : [dx, dy, dz, block_state_id] RELATIFS au joueur, blocs avec une face à l'air, rayon 48 |
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+ | `entities` | list | snapshot : [id, type_raw_id, rx, ry, rz] RELATIFS, rayon 48 |
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+ | `inventory` | list | snapshot : [slot, item_raw_id, count] |
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+
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+ ## Notes importantes
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+
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+ - `player.x` / `player.z` sont des coordonnées **absolues** monde (le joueur a été
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+ téléporté aléatoirement via /spreadplayers). Pour l'entraînement, les ignorer
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+ ou les relativiser au tick 0.
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+ - `blocks`, `entities` et `target` sont en coordonnées **relatives** au joueur.
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+ - Les IDs de blocs/items/entités sont des raw IDs de registres Minecraft 1.21.1.
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+ - Les épisodes où la randomisation a injecté des items : le label de succès
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+ se calcule par delta d'inventaire (bûches fin - bûches début), pas en valeur absolue.
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @dataset{minecraft_wood_scenarios,
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+ title = {Minecraft Wood-Chopping Scenarios},
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+ author = {NathMen},
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+ year = {2026}
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+ }
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