diff --git a/README.md b/README.md
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----
-license: mit
-tags:
-- Minecraft
----
\ No newline at end of file
+---
+license: cc-by-4.0
+task_categories:
+  - imitation-learning
+tags:
+  - minecraft
+  - behavioral-cloning
+  - agent
+  - gameplay
+pretty_name: Minecraft Wood-Chopping Scenarios
+size_categories:
+  - 10K<n<100K
+---
+
+# Minecraft Wood-Chopping Scenarios
+
+Dataset d'imitation learning (behavioral cloning) enregistré dans
+Minecraft Java 1.21.1 avec un mod Fabric custom.
+
+50 épisodes de coupe d'arbres en survie, 20 Hz, avec randomisation
+de l'inventaire, de la vie et de la faim au début de chaque épisode.
+
+## Structure
+
+- `data/scenario-XXXX.parquet` : un fichier par épisode, une ligne par tick
+- `meta/scenario-XXXX.json` : métadonnées de l'épisode (rayons, fréquence, dimension)
+
+## Colonnes principales (parquet)
+
+| Colonne | Type | Description |
+|---|---|---|
+| `tick` | int | numéro du tick dans l'épisode (20 Hz) |
+| `player` | struct | x, y, z (ABSOLUS), yaw, pitch, on_ground, health, food, sneaking, sprinting |
+| `actions` | struct | forward, back, left, right, jump, sneak, sprint, attack, use, drop, swap_hands, open_inventory, pick_block, dyaw, dpitch |
+| `held_slot` | int | slot de la hotbar tenu |
+| `screen_open` | bool | un GUI est-il ouvert |
+| `events` | list | événements discrets (attack_block, slot_click, drop_item, select_slot, screen_open...) |
+| `target` | struct | bloc/entité visé au crosshair (coords relatives) |
+| `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 |
+| `entities` | list | snapshot : [id, type_raw_id, rx, ry, rz] RELATIFS, rayon 48 |
+| `inventory` | list | snapshot : [slot, item_raw_id, count] |
+
+## Notes importantes
+
+- `player.x` / `player.z` sont des coordonnées **absolues** monde (le joueur a été
+  téléporté aléatoirement via /spreadplayers). Pour l'entraînement, les ignorer
+  ou les relativiser au tick 0.
+- `blocks`, `entities` et `target` sont en coordonnées **relatives** au joueur.
+- Les IDs de blocs/items/entités sont des raw IDs de registres Minecraft 1.21.1.
+- Les épisodes où la randomisation a injecté des items : le label de succès
+  se calcule par delta d'inventaire (bûches fin - bûches début), pas en valeur absolue.
+
+## Citation
+
+```bibtex
+@dataset{minecraft_wood_scenarios,
+  title  = {Minecraft Wood-Chopping Scenarios},
+  author = {NathMen},
+  year   = {2026}
+}
\ No newline at end of file
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+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0027.json b/meta/scenario-0027.json
new file mode 100644
index 0000000000000000000000000000000000000000..be3669dc13430722bd311e2e5bfe680f690de6dd
--- /dev/null
+++ b/meta/scenario-0027.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 27,
+  "recorded_at": "2026-09-19T09:31:34.967983300Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0028.json b/meta/scenario-0028.json
new file mode 100644
index 0000000000000000000000000000000000000000..31522ec31894e9c60328a833cb2841190d2493af
--- /dev/null
+++ b/meta/scenario-0028.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 28,
+  "recorded_at": "2026-09-19T09:32:31.221067Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0029.json b/meta/scenario-0029.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a1d2c8d450a886b68b615a1a4f00d7e7e88330d
--- /dev/null
+++ b/meta/scenario-0029.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 29,
+  "recorded_at": "2026-09-19T09:33:37.672046400Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0030.json b/meta/scenario-0030.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7d7bc5ecb04cd68aa9a0374db8b99384905937c
--- /dev/null
+++ b/meta/scenario-0030.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 30,
+  "recorded_at": "2026-09-19T09:34:34.665913300Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0031.json b/meta/scenario-0031.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffdf3053da5e4d0df0b7cd12698d86cf2cc4b7c3
--- /dev/null
+++ b/meta/scenario-0031.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 31,
+  "recorded_at": "2026-09-19T09:38:51.829061700Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0032.json b/meta/scenario-0032.json
new file mode 100644
index 0000000000000000000000000000000000000000..167674735428157a1574ab8b7963f4f23e6308a0
--- /dev/null
+++ b/meta/scenario-0032.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 32,
+  "recorded_at": "2026-09-19T09:39:48.581279900Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0033.json b/meta/scenario-0033.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0d0bd3764e38345b94a0c6003884eeb2225ee05
--- /dev/null
+++ b/meta/scenario-0033.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 33,
+  "recorded_at": "2026-09-19T09:40:26.130341100Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0034.json b/meta/scenario-0034.json
new file mode 100644
index 0000000000000000000000000000000000000000..c181c40024c5f9ab2da43cb79b354b3826a7cf6b
--- /dev/null
+++ b/meta/scenario-0034.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 34,
+  "recorded_at": "2026-09-19T09:43:16.533810800Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0035.json b/meta/scenario-0035.json
new file mode 100644
index 0000000000000000000000000000000000000000..e69b34035a61849625364346f3f73fdeac3f7af6
--- /dev/null
+++ b/meta/scenario-0035.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 35,
+  "recorded_at": "2026-09-19T09:44:04.234355500Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0036.json b/meta/scenario-0036.json
new file mode 100644
index 0000000000000000000000000000000000000000..736793ae173680677702129e5affbd061c3ccd0f
--- /dev/null
+++ b/meta/scenario-0036.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 36,
+  "recorded_at": "2026-09-19T09:44:48.327799200Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0037.json b/meta/scenario-0037.json
new file mode 100644
index 0000000000000000000000000000000000000000..c252fd4f0a8c935e143dc197e9626a6f5af177d2
--- /dev/null
+++ b/meta/scenario-0037.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 37,
+  "recorded_at": "2026-09-19T09:45:47.133553800Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0038.json b/meta/scenario-0038.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5b3a5202baeab0103e88be66bbc621d416546f1
--- /dev/null
+++ b/meta/scenario-0038.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 38,
+  "recorded_at": "2026-09-19T09:46:15.478078100Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0039.json b/meta/scenario-0039.json
new file mode 100644
index 0000000000000000000000000000000000000000..c68d1f39d8fd924ea8852020dcffd5deb341fa52
--- /dev/null
+++ b/meta/scenario-0039.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 39,
+  "recorded_at": "2026-09-19T09:47:20.483318100Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0040.json b/meta/scenario-0040.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e9fa9adc1454c8c4bcccde917cf6af13750cb70
--- /dev/null
+++ b/meta/scenario-0040.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 40,
+  "recorded_at": "2026-09-19T09:52:09.128122800Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0041.json b/meta/scenario-0041.json
new file mode 100644
index 0000000000000000000000000000000000000000..343a6259df9424f5a951db77d9e43ca2f8631a2e
--- /dev/null
+++ b/meta/scenario-0041.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 41,
+  "recorded_at": "2026-09-19T09:55:23.481888200Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0042.json b/meta/scenario-0042.json
new file mode 100644
index 0000000000000000000000000000000000000000..4da821cce5c0abd999586d48e3cf42e3d755d3fe
--- /dev/null
+++ b/meta/scenario-0042.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 42,
+  "recorded_at": "2026-09-19T10:03:18.329263800Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0043.json b/meta/scenario-0043.json
new file mode 100644
index 0000000000000000000000000000000000000000..95123f910eab37dbb53119131389b774b5dccc94
--- /dev/null
+++ b/meta/scenario-0043.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 43,
+  "recorded_at": "2026-09-19T10:03:53.527793300Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0044.json b/meta/scenario-0044.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc34c42b440519c449af1fd699338fff9f6a44c1
--- /dev/null
+++ b/meta/scenario-0044.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 44,
+  "recorded_at": "2026-09-19T10:04:48.385020900Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0045.json b/meta/scenario-0045.json
new file mode 100644
index 0000000000000000000000000000000000000000..c468e642680ff60dae7e051605898adefdf4fc31
--- /dev/null
+++ b/meta/scenario-0045.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 45,
+  "recorded_at": "2026-09-19T10:06:01.479477Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0046.json b/meta/scenario-0046.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ab4ac4b9aee89cd29660050f5a58b3acb7c2338
--- /dev/null
+++ b/meta/scenario-0046.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 46,
+  "recorded_at": "2026-09-19T10:07:02.728154900Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0047.json b/meta/scenario-0047.json
new file mode 100644
index 0000000000000000000000000000000000000000..021940871f0c1efc540c7235b3dd6dfa9824264c
--- /dev/null
+++ b/meta/scenario-0047.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 47,
+  "recorded_at": "2026-09-19T10:07:30.229047900Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0048.json b/meta/scenario-0048.json
new file mode 100644
index 0000000000000000000000000000000000000000..68055ec9714205a6cfdeb6b13d278ddc4607ec85
--- /dev/null
+++ b/meta/scenario-0048.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 48,
+  "recorded_at": "2026-09-19T10:09:17.277731200Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0049.json b/meta/scenario-0049.json
new file mode 100644
index 0000000000000000000000000000000000000000..2aa724e3ec3fbcb662cdf867adba6f282dc5a02c
--- /dev/null
+++ b/meta/scenario-0049.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 49,
+  "recorded_at": "2026-09-19T10:10:11.576743400Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file
diff --git a/meta/scenario-0050.json b/meta/scenario-0050.json
new file mode 100644
index 0000000000000000000000000000000000000000..946c100bcb9bc23a19b022ad899e1e6043eb27a7
--- /dev/null
+++ b/meta/scenario-0050.json
@@ -0,0 +1,13 @@
+{
+  "type": "meta",
+  "scenario": 50,
+  "recorded_at": "2026-09-19T10:11:10.431464100Z",
+  "minecraft_version": "1.21.1",
+  "horizontal_radius": 48,
+  "vertical_radius": 24,
+  "block_snapshot_every_ticks": 10,
+  "max_blocks": 4096,
+  "entity_radius": 48,
+  "max_entities": 64,
+  "dimension": "minecraft:overworld"
+}
\ No newline at end of file