Odyssey
Active·★ 384·MIT·Updated 2025-10-22
★ Trending★ Hidden Gem
Odyssey: Empowering Minecraft Agents with Open-World Skills
Odyssey is a novel framework that empowers Large Language Model (LLM)-based agents with open-world skills for exploration in Minecraft. It introduces a comprehensive skill library, a fine-tuned LLaMA-3 model, and a new benchmark for evaluating agent capabilities.
#LLM#Minecraft#AI Agent#Skill Learning#Open-World Environment
01
Features
01Comprehensive open-world skill library (40 primitive, 183 compositional skills).
02Fine-tuned LLaMA-3 model for enhanced Minecraft QA and planning.
03Robust agent capability benchmark for diverse tasks (long-term, dynamic, autonomous exploration).
04Publicly available datasets, model weights, and codebase.
05Support for multi-agent systems and web crawling tools.
02
Compatibility
LLaMA-3
Native LLM
Verified via docs
Minecraft
Native Environment
Verified via docs
Node.js
Required Runtime
Verified via docs
Python
Native Language
Verified via docs
Docker
Server Deployment
Verified via docs
HuggingFace (sentence-transformers)
Embedding Models
Verified via docs
03
Quick start
1
$ cd Odyssey
2
$ pip install -e .
04
Use cases
↳Executing classic Minecraft subgoals (e.g., crafting tools, mining diamonds).
↳Long-term planning for complex scenarios (e.g., combat with multiple mobs).
↳Dynamic and immediate planning for resource management (e.g., farming, collecting items).
05
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