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multiagent-reinforcement-learning

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LantaoYu /MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

multiagent-reinforcement-learning multi-agent-learning

UpdatedMay 26, 2025

opendilab /DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

UpdatedOct 22, 2025
Python

PettingZoo

Farama-Foundation /PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

api reinforcement-learning gym gymnasium multiagent-reinforcement-learning multi-agent-reinforcement-learning

UpdatedNov 8, 2025
Python

awesome-deep-rl

tigerneil /awesome-deep-rl

For deep RL and the future of AI.

game reinforcement-learning deep-reinforcement-learning agi planning artificial-general-intelligence theoretical-computer-science reward aaai ijcai hierarchical-reinforcement-learning iclr icml distributional multiagent-reinforcement-learning aamas exploration-exploitation inverse-rl aistats uai

UpdatedMar 1, 2024
HTML

cityflow-project /CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

multiagent-systems traffic-simulation multiagent-reinforcement-learning traffic-signal-control

UpdatedAug 19, 2025
C++

meltingpot

google-deepmind /meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

multiagent-reinforcement-learning

UpdatedNov 1, 2025
Python

xuehy /pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

multiagent-reinforcement-learning pytorch-rl

UpdatedJun 5, 2018
Python

FLAIROx /JaxMARL

Multi-Agent Reinforcement Learning with JAX

reinforcement-learning multiagent-reinforcement-learning marl

UpdatedNov 10, 2025
Python

AFK-surf /open-agent

Open-source alternative to Claude Agent SDK, ChatGPT Agents, and Manus.

workspace multiagent-systems agents multiagent-reinforcement-learning agentic-framework agentic-ai

UpdatedOct 10, 2025
TypeScript

salesforce /warp-drive

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

reinforcement-learning deep-learning gpu cuda pytorch numba high-throughput multiagent-reinforcement-learning

UpdatedMay 1, 2025
Python

TimeBreaker /MARL-papers-with-code

Multi-Agent Reinforcement Learning (MARL) papers with code

multiagent-reinforcement-learning marl marl-papers marl-resources

UpdatedSep 15, 2022

ankonzoid /LearningX

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

python agent learning data-science machine-learning reinforcement-learning deep-learning neural-network examples optimization machine-learning-algorithms deep-reinforcement-learning q-learning deep tutorials tutorial-code tutorial-exercises multiagent-reinforcement-learning

UpdatedJul 20, 2023
Python

TimeBreaker /Multi-Agent-Reinforcement-Learning-papers

Multi-Agent Reinforcement Learning (MARL) papers

multiagent-reinforcement-learning multi-agent-learning multiagent-learning marl

UpdatedSep 19, 2022

TimeBreaker /MARL-resources-collection

A Collection of Multi-Agent Reinforcement Learning (MARL) Resources

multiagent-reinforcement-learning multi-agent-learning multiagent-learning marl

UpdatedOct 4, 2022

jiachenli94 /Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

machine-learning reinforcement-learning deep-learning algorithms robotics decision-making motion-planning artificial-intelligence trajectory-generation autonomous-vehicles causal-inference inverse-reinforcement-learning intelligent-transportation-systems trajectory-prediction motion-control multiagent-reinforcement-learning multi-agent-learning trajectory-planning motion-prediction

UpdatedAug 26, 2020

ArnaudFickinger /gym-multigrid

Lightweight multi-agent gridworld Gym environment

multi-agent gym multiplayer-game multiagent-systems gridworld multi-agent-systems multiagent-reinforcement-learning gym-environment gridworld-environment multi-agent-reinforcement-learning

UpdatedSep 21, 2023
Python

rosewang2008 /gym-cooking

🏆 gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Computational Modeling Prize in High Cognition, and a NeurIPS 2020 CoopAI Workshop Best Paper.

machine-learning reinforcement-learning multiagent-reinforcement-learning

UpdatedApr 25, 2021
Python

tjuHaoXiaotian /pymarl3

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.

permutation multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation-equivariant permutation-invariant permutation-invariance permutation-equivariance

UpdatedJan 7, 2024
Python

decentralized-multiarm

real-stanford /decentralized-multiarm

[CoRL 2020] Learning a Decentralized Multiarm Motion Planner

deep-learning robotics motion-planning pytorch multiagent-reinforcement-learning

UpdatedJan 9, 2021
Python

Stanford-ILIAD /PantheonRL

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.

reinforcement-learning deep-reinforcement-learning multiagent-reinforcement-learning

UpdatedNov 6, 2023
Python

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