{"repo":"gautierdag/plancraft","free":true,"listed":false,"github":"https://github.com/gautierdag/plancraft","clone":"git clone https://github.com/gautierdag/plancraft.git","description":"Plancraft is a minecraft environment and agent suite to test planning capabilities in LLMs","language":"Python","stars":31,"topics":["agentic-ai","interactive-environments","llm","llms-benchmarking","minecraft","multimodal-large-language-models","planning"],"license":"MIT","category":"ai-agents","readme_excerpt":"plancraft Paper Website ⚠️ Important Note on Baseline Results The baseline performance metrics reported in the original paper are underreported due to a bug in the environment that has since been fixed. If you are using Plancraft, please re-run the baselines yourself using the code in this repository and use those as your point of comparison. For a full explanation, please see Issue #2. Plancraft was accepted to COLM 2025! Plancraft is a minecraft environment that benchmarks planning in LLM agents with an oracle RAG retriever. You can install the package by running the following command: Or The package provides a multimodal environment and dataset for evaluating planning agents. The dataset consists of examples of crafting tasks in Minecraft, where the agent must craft a target object from a set of initial items. The environment is a simplified version of Minecraft where the agent can move items between slots in an inventory and smelt items to create new items. The agent must craft the target object by moving or smelting items around in the inventory. Usage Quick Start with PlancraftGymWrapper The package provides an PlancraftGymWrapper class that offers a simple interface for integrating your own agent with the Plancraft environment. This is the recommended way to get started if you want to use your own model implementation: The PlancraftGymWrapper follows the standard Gym API format and simplifies the interaction with the environment. It doesn't rely on the History class or","default_branch":null,"files":null,"tree":[],"storefront":"/r/gautierdag","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/gautierdag/plancraft/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}