OpenCausaLab / ADAMLinks
We introduce ADAM, An emboDied causal Agent in Minecraft, that can autonomously navigate the open world, perceive multimodal contexts, learn causal world knowledge, and tackle complex tasks through lifelong learning.
☆24Updated 8 months ago
Alternatives and similar repositories for ADAM
Users that are interested in ADAM are comparing it to the libraries listed below
Sorting:
- Text world based on Minecraft rules.☆17Updated last year
- Paper List of Minecraft Agents☆53Updated 4 months ago
- [ICLR 2025 Oral] PyTorch code for the paper "Open-World Reinforcement Learning over Long Short-Term Imagination"☆186Updated 2 months ago
- CivRealm is an interactive environment for the open-source strategy game Freeciv-web based on Freeciv, a Civilization-inspired game.☆134Updated last year
- [ICLR 2024 Spotlight] Text2Reward: Reward Shaping with Language Models for Reinforcement Learning☆191Updated last year
- ☆42Updated 3 months ago
- [NeurIPS 2024] Official Implementation for Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks☆89Updated 6 months ago
- ☆118Updated 8 months ago
- Code release for "Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search" published at NeurIPS '24.☆17Updated 9 months ago
- Official implementation of paper "ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting" (CVPR'25)☆46Updated 8 months ago
- Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs☆102Updated 2 months ago
- SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning☆166Updated 3 months ago
- [IROS'25 Oral & NeurIPSw'24] Official implementation of "MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simula…☆97Updated 6 months ago
- GROOT: Learning to Follow Instructions by Watching Gameplay Videos (ICLR'24, Spotlight)☆65Updated last year
- ICLR 2025 Agent-Related Papers☆74Updated last year
- [ICLR 2025] Simulating Human-like Daily Activities with Desire-driven Autonomy☆20Updated 9 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆289Updated 2 years ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆144Updated last year
- Awesome In-Context RL: A curated list of In-Context Reinforcement Learning - - —☆260Updated 3 months ago
- (VillagerAgent ACL 2024) A Graph based Minecraft multi agents framework☆82Updated 6 months ago
- ☆46Updated 2 years ago
- Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning☆401Updated last year
- ☆32Updated last month
- Implementation of "Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction"☆46Updated 2 years ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆243Updated this week
- Implementation of TWOSOME☆82Updated 11 months ago
- [ICML 2025 Oral] Official repo of EmbodiedBench, a comprehensive benchmark designed to evaluate MLLMs as embodied agents.☆236Updated last month
- MineStudio: A Streamlined Package for Minecraft AI Agent Development☆308Updated 2 months ago
- Training VLM agents with multi-turn reinforcement learning☆342Updated 2 weeks ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆276Updated last month