Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement

Official implementation for "ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization"

Official implementation of HARL algorithms based on PyTorch.

Automated Design of Agentic Systems

This repository is the official implementation of ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination. Pre-trained Agent Zoo: https://huggingface.co/Leoxxxxh/ZSC-Ev…

CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making

🐝 GPTSwarm: LLM agents as (Optimizable) Graphs

This is the official implementation of Multi-Agent PPO (MAPPO).

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

An offline deep reinforcement learning library

Datasets with baselines for offline multi-agent reinforcement learning.

Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.

An autoregressive character-level language model for making more things

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization