{"repo":"CraftJarvis/MineStudio","free":true,"listed":false,"github":"https://github.com/CraftJarvis/MineStudio","clone":"git clone https://github.com/CraftJarvis/MineStudio.git","description":"MineStudio: A Streamlined Package for Minecraft AI Agent Development","language":"Python","stars":405,"topics":["dataset","imitation-learning","minecraft","reinforcement-learning","game","open-world","autonomous-agents"],"license":"MIT","category":"ai-agents","readme_excerpt":"Overview MineStudio contains a series of tools and APIs that can help you quickly develop Minecraft AI agents: - Simulator: Easily customizable Minecraft simulator based on MineRL. - Data: A trajectory data structure for efficiently storing and retrieving arbitray trajectory segment. - Models: A template for Minecraft policy model and a gallery of baseline models. - Offline Training: A straightforward pipeline for pre-training Minecraft agents with offline data. - Online Training: Efficient RL implementation supporting memory-based policies and simulator crash recovery. - Inference: Pallarelized and distributed inference framework based on Ray. - Benchmark: Automating and batch-testing of diverse Minecraft tasks. This repository is under development. We welcome any contributions and suggestions. News - 2025/05/28 - We have released a big update of MineStudio (v1.1.4) with the following changes: - Refactored the data component to support more flexible data loading and processing, all the trajectory modals are now decoupled. Users are able to customize their own data processing methods. - Added detailed code comments and docstrings to all the modules, making it easier to understand and use the code. - Improved the documentation with more examples, tutorials, and a new API reference section. Installation For a more detailed installation guide, please refer to the documentation. MineStudio requires Python 3.10 or later. We recommend using conda to maintain an environment on Linux","default_branch":null,"files":null,"tree":[],"storefront":"/r/CraftJarvis","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/CraftJarvis/MineStudio/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."}