config.json

{
  "version": "6.0.0",
  "features": 80,
  "actions": 56,
  "dirs": 9,
  "seq_len": 50,
  "data_sources": [
    "MineRL-v0",
    "CraftAssist",
    "MinecraftWiki",
    "SyntheticSupplement"
  ],
  "variants": {
    "pro": {
      "layers": 24,
      "dim": 896,
      "heads": 14,
      "dropout": 0.1,
      "params": 231625922,
      "val_acc": 0.2382857142857143
    },
    "medium": {
      "layers": 20,
      "dim": 768,
      "heads": 12,
      "dropout": 0.1,
      "params": 141873474,
      "val_acc": 0.12151428571428571
    },
    "lite": {
      "layers": 12,
      "dim": 768,
      "heads": 12,
      "dropout": 0.05,
      "params": 85170498,
      "val_acc": 0.2015142857142857
    }
  },
  "rtg": true,
  "value_head": true,
  "output_format": {
    "action": "0-55",
    "direction": "0-8",
    "value": "0-1"
  },
  "feature_minmax": {
    "health": [
      0,
      20
    ],
    "food": [
      0,
      20
    ],
    "y_level": [
      -64,
      320
    ],
    "xp_level": [
      0,
      100
    ],
    "time_of_day": [
      0,
      24000
    ],
    "biome": [
      0,
      14
    ],
    "dimension": [
      0,
      2
    ],
    "light_level": [
      0,
      15
    ],
    "is_raining": [
      0,
      1
    ],
    "can_see_sky": [
      0,
      1
    ],
    "is_in_water": [
      0,
      1
    ],
    "is_on_lava": [
      0,
      1
    ],
    "block_below": [
      0,
      20
    ],
    "block_above": [
      0,
      100
    ],
    "is_on_ladder": [
      0,
      1
    ],
    "is_in_shelter": [
      0,
      1
    ],
    "is_in_danger": [
      0,
      1
    ],
    "mobs_nearby": [
      0,
      8
    ],
    "danger_mobs": [
      0,
      5
    ],
    "items_nearby": [
      0,
      10
    ],
    "inventory_pct": [
      0,
      100
    ],
    "has_weapon": [
      0,
      1
    ],
    "has_pickaxe": [
      0,
      1
    ],
    "has_axe": [
      0,
      1
    ],
    "has_shield": [
      0,
      1
    ],
    "has_bow": [
      0,
      1
    ],
    "has_chestplate": [
      0,
      1
    ],
    "has_boots": [
      0,
      1
    ],
    "has_food": [
      0,
      1
    ],
    "has_bed": [
      0,
      1
    ],
    "has_torches": [
      0,
      1
    ],
    "has_logs": [
      0,
      1
    ],
    "has_stone": [
      0,
      1
    ],
    "has_iron_raw": [
      0,
      1
    ],
    "has_diamond_raw": [
      0,
      1
    ],
    "has_building_blocks": [
      0,
      1
    ],
    "player_nearby": [
      0,
      1
    ],
    "bot_count": [
      0,
      4
    ],
    "is_sleeping": [
      0,
      1
    ],
    "is_sprinting": [
      0,
      1
    ],
    "block_north": [
      0,
      20
    ],
    "block_south": [
      0,
      20
    ],
    "block_east": [
      0,
      20
    ],
    "block_west": [
      0,
      20
    ],
    "block_north2": [
      0,
      20
    ],
    "block_south2": [
      0,
      20
    ],
    "block_east2": [
      0,
      20
    ],
    "block_west2": [
      0,
      20
    ],
    "count_logs": [
      0,
      64
    ],
    "count_stone": [
      0,
      64
    ],
    "count_iron": [
      0,
      64
    ],
    "count_gold": [
      0,
      64
    ],
    "count_diamond": [
      0,
      64
    ],
    "count_coal": [
      0,
      64
    ],
    "count_food_items": [
      0,
      64
    ],
    "count_torches": [
      0,
      64
    ],
    "pickaxe_level": [
      0,
      4
    ],
    "axe_level": [
      0,
      4
    ],
    "sword_level": [
      0,
      4
    ],
    "shovel_level": [
      0,
      4
    ],
    "total_armor": [
      0,
      20
    ],
    "has_extra_shield": [
      0,
      1
    ],
    "terrain_flatness": [
      0,
      10
    ],
    "elevation_change": [
      -10,
      10
    ],
    "near_water": [
      0,
      1
    ],
    "near_lava": [
      0,
      1
    ],
    "time_since_hurt": [
      0,
      1000
    ],
    "is_thundering": [
      0,
      1
    ],
    "portal_nearby": [
      0,
      1
    ],
    "structure_nearby": [
      0,
      5
    ],
    "y_relative_surface": [
      -64,
      100
    ],
    "has_obsidian": [
      0,
      1
    ],
    "has_flint_steel": [
      0,
      1
    ],
    "has_ender_pearl": [
      0,
      1
    ],
    "has_blaze_rod": [
      0,
      1
    ],
    "animals_nearby": [
      0,
      5
    ],
    "villagers_nearby": [
      0,
      3
    ],
    "explored_radius": [
      0,
      500
    ],
    "trees_nearby": [
      0,
      10
    ],
    "flowers_nearby": [
      0,
      5
    ]
  },
  "action_list": [
    "WANDER",
    "EXPLORE",
    "COLLECT",
    "MINE",
    "CRAFT",
    "BUILD_SHELTER",
    "LIGHT_AREA",
    "FIGHT",
    "FLEE",
    "EAT",
    "SLEEP",
    "SWIM",
    "CHAT",
    "EMOTE",
    "FOLLOW",
    "HELP_ALLY",
    "TRADE",
    "SMELT",
    "EQUIP_ARMOR",
    "GO_HOME",
    "FARM",
    "IDLE",
    "JUMP",
    "LOOK_AROUND",
    "SPRINT",
    "BUILD_PATH",
    "BUILD_BRIDGE",
    "BUILD_WALL",
    "PLACE_DOOR",
    "PLACE_LADDER",
    "MINE_IRON",
    "MINE_GOLD",
    "MINE_DIAMOND",
    "MINE_OBSIDIAN",
    "CRAFT_ENCHANT_TABLE",
    "CRAFT_ANVIL",
    "CRAFT_BREWING_STAND",
    "CRAFT_BED",
    "CRAFT_BOAT",
    "ENTER_NETHER",
    "EXPLORE_NETHER",
    "FIGHT_BLAZE",
    "ENTER_END",
    "FIGHT_DRAGON",
    "PLANT_CROP",
    "HARVEST_CROP",
    "FISH",
    "SHEAR",
    "MILK",
    "SLEEP_AT_VILLAGE",
    "CHAT_GREETING",
    "CHAT_STATUS",
    "CHAT_THANK",
    "CHAT_QUESTION",
    "CHAT_ALERT",
    "THINK"
  ],
  "dir_list": [
    "NO_DIR",
    "N",
    "NE",
    "E",
    "SE",
    "S",
    "SW",
    "W",
    "NW"
  ]
}