{"repo":"cnsdqd-dyb/VillagerAgent-Minecraft-multiagent-framework","free":true,"listed":false,"github":"https://github.com/cnsdqd-dyb/VillagerAgent-Minecraft-multiagent-framework","clone":"git clone https://github.com/cnsdqd-dyb/VillagerAgent-Minecraft-multiagent-framework.git","description":"(VillagerAgent ACL 2024) A Graph based Minecraft multi agents framework","language":"Python","stars":96,"topics":["agents","llm","minecraft","human-agent-interaction","reinforcement-learning"],"license":null,"category":"ai-agents","readme_excerpt":"🏰 VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft 🌍 Fishing Building Driving Talking Farming Feeding Cultivate Holding Riding Seeding Storing Sleeping We aim to investigate the interactions between agents within the Minecraft environment and their collaboration with human players. Concurrently, we will explore the capabilities of Large Language Models (LLMs) in task decomposition and cooperation. Welcome to VillagerBench, where the blocky world of Minecraft isn't just for fun and games—it's a testing ground for the cutting-edge of multi-agent collaboration! 🤖 Our benchmark suite is designed to push the boundaries of what virtual agents can achieve together, tackling everything from construction projects 🏗️ to culinary quests 🍳 and escape room puzzles 🔐. Customize your private tasks in your Minecraft server with our VillagerAgent multi-agent framework, designed for personalized gameplay experiences! 🌟 点击此处查看 中文版 README。 クリックして README をご覧ください。 --- News \\[2024.12.18\\] We've added new attributes. VillagerBaseAgent LLM 8b v1 will be released soon. \\[2024.12.11\\] Support LLM api ranking with PPO method. \\[2024.12.08\\] LLM driven AutoGen task to get data for Agent-tuning. \\[2024.12.01\\] \\[Human -- Agent\\] \\[Agent -- Agent\\] Real Time Chat supports now!!!🎉 \\[2024.10.23\\] We are trying to replace the LLM in VillagerAgent with finetuned open source LLMs to improve the performance and efficiency of the agent's task execu","default_branch":null,"files":null,"tree":[],"storefront":"/r/cnsdqd-dyb","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cnsdqd-dyb/VillagerAgent-Minecraft-multiagent-framework/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."}