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The Top 23 Multiagent Reinforcement Learning Open Source Projects

Open source projects categorized as Multiagent Reinforcement Learning
Categories > Multiagent Reinforcement Learning
Marl Papers ⭐ 3,516
Paper list of multi-agent reinforcement learning (MARL)
most recent commit 7 months ago
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19most recent commit 4 months agopypi DI-engine} Downloads
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64most recent commit 4 months agopypi pettingzoo} Downloads
Awesome Deep Rl ⭐ 1,225
For deep RL and the future of AI.
most recent commit a year ago
Cityflow ⭐ 505
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
most recent commit 2 years ago
Meltingpot ⭐ 494
A suite of test scenarios for multi-agent reinforcement learning.
most recent commit 5 months ago
Warp Drive ⭐ 427
Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
total releases 32most recent commit 4 months ago
Pytorch Maddpg ⭐ 231
A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)
most recent commit 6 years ago
Learningx ⭐ 213
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
most recent commit 4 years ago
Deepmind_mas_enviroment ⭐ 115
some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
most recent commit a year ago
Pantheonrl ⭐ 95
PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.
most recent commit 7 months ago
Marl Papers With Code ⭐ 88
Multi-Agent Reinforcement Learning (MARL) papers with code
most recent commit 2 years ago
Sqddpg ⭐ 84
This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.
most recent commit 2 years ago
Gym Multigrid ⭐ 81
Lightweight multi-agent gridworld Gym environment
most recent commit 2 years ago
Pymarl3 ⭐ 75
We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.
most recent commit 5 months ago
Multi Agent Reinforcement Learning Papers ⭐ 70
Multi-Agent Reinforcement Learning (MARL) papers
most recent commit 2 years ago
Marl Resources Collection ⭐ 69
A Collection of Multi-Agent Reinforcement Learning (MARL) Resources
most recent commit 2 years ago
Rl Medical ⭐ 62
Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.
most recent commit 9 months ago
Decentralized Multiarm ⭐ 45
[CoRL 2020] Learning a Decentralized Multiarm Motion Planner
most recent commit 3 years ago
Awesome Decision Making Reinforcement Learning ⭐ 37
A selection of state-of-the-art research materials on decision making and motion planning.
most recent commit 4 years ago
Iclr2019 Rl Papers ⭐ 37
The Reinforcement-Learning-Related Papers of ICLR 2019
most recent commit 5 years ago
Mgym ⭐ 31
A collection of multi-agent reinforcement learning OpenAI gym environments
most recent commit 4 years ago
Shapley Q Learning ⭐ 30
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
most recent commit 6 months ago
The 2 Most Depended On Multiagent Reinforcement Learning Open Source Projects
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64latest release November 16, 2023most recent commit 4 months agopypi pettingzoo} Downloads
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 4 months agopypi DI-engine} Downloads
The 3 Latest Releases In Multiagent Reinforcement Learning Open Source Projects
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 4 months agopypi DI-engine} Downloads
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64latest release November 16, 2023most recent commit 4 months agopypi pettingzoo} Downloads
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