WeiChengTseng / awesome-multi-agent
A curated list of awesome multi-agent learning papers
☆50Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-multi-agent
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆45Updated 8 months ago
- A curated list of multiagent learning and related area resources.☆71Updated 5 years ago
- ☆28Updated 3 years ago
- Collection of RL Environments built using Madrona☆25Updated last year
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆72Updated 3 weeks ago
- A collection of recent MARL papers☆75Updated this week
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆81Updated last year
- Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)☆52Updated last year
- Implementation of Trajectory Transformer with attention caching and batched beam search☆107Updated last year
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆67Updated last year
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆21Updated 2 years ago
- Official code of Nash-DQN for paper: Nash-DQN algorithm for two-player zero-sum Markov games, details see our paper: A Deep Reinforcement…☆18Updated 2 years ago
- ☆31Updated last year
- Minimal implementation of multi-agent reinforcement learning algorithms☆50Updated 3 years ago
- Code for "On the Utility of Learning about Humans for Human-AI Coordination"☆107Updated last year
- Deep Implicit Coordination Graphs☆41Updated 5 months ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆47Updated last year
- Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体☆49Updated last year
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆25Updated last year
- [ICLR 2023] The official code for paper "Guarded Policy Optimization with Imperfect Online Demonstrations"☆12Updated last year
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆54Updated last year
- Datasets with baselines for offline multi-agent reinforcement learning.☆140Updated last week
- This code accompanies the paper "Scalable Multi-Agent Model-Based Reinforcement Learning".☆50Updated last year
- Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS…☆71Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- ☆106Updated last year
- Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.☆54Updated 3 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆51Updated 5 months ago
- ☆119Updated last year
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆26Updated 5 months ago