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🌏 MC-TextWorld: Plan in Minecraft TextWorld with free vision and action

📖 Introduction

This is the repository for the Minecraft TextWorld environment, which is a text-based game environment based on Minecraft game rules. We also test the planning performance of various agents based on Language Models in this environment.

📦 Installation

pip install -e mctextworld

📝 Usage

📚 Data Source

The rules are based on the Minecraft game rules, and the data is collected from the Minecraft game. You can check the data source in the data folder.

This is the recipe of minecraft:cake:

{
  "type": "minecraft:crafting_shaped",
  "pattern": [
    "AAA",
    "BEB",
    "CCC"
  ],
  "key": {
    "A": {
      "item": "minecraft:milk_bucket"
    },
    "B": {
      "item": "minecraft:sugar"
    },
    "C": {
      "item": "minecraft:wheat"
    },
    "E": {
      "item": "minecraft:egg"
    }
  },
  "result": {
    "item": "minecraft:cake"
  }
}

We also check the plan according to the recipe.

Terms of use

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