multiagent-reinforcement-learning

There are 60 repositories under multiagent-reinforcement-learning topic.

LantaoYu / MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
multi-agent-learning multiagent-reinforcement-learning
4516
opendilab / DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
atari distributed-reinforcement-learning distributed-system drl exploration-exploitation imitation-learning impala inverse-reinforcement-learning minigrid model-based-reinforcement-learning mujoco multiagent-reinforcement-learning offline-rl python pytorch-rl r2d2 reinforcement-learning reinforcement-learning-algorithms self-play smac
Language:Python 3514
PettingZoo
Farama-Foundation / PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
api gym gymnasium multi-agent-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning
Language:Python 2860
awesome-deep-rl
tigerneil / awesome-deep-rl
For deep RL and the future of AI.
deep-reinforcement-learning reinforcement-learning game reward artificial-general-intelligence exploration-exploitation hierarchical-reinforcement-learning distributional multiagent-reinforcement-learning planning theoretical-computer-science inverse-rl icml aamas ijcai aaai aistats uai agi iclr
Language:HTML 1479
cityflow-project / CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
multiagent-reinforcement-learning multiagent-systems traffic-signal-control traffic-simulation
Language:C++ 842
meltingpot
google-deepmind / meltingpot
A suite of test scenarios for multi-agent reinforcement learning.
multiagent-reinforcement-learning
Language:Python 677
xuehy / pytorch-maddpg
A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)
multiagent-reinforcement-learning pytorch-rl
Language:Python 648
FLAIROx / JaxMARL
Multi-Agent Reinforcement Learning with JAX
marl multiagent-reinforcement-learning reinforcement-learning
Language:Python 556
salesforce / warp-drive
Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
reinforcement-learning gpu cuda multiagent-reinforcement-learning deep-learning high-throughput pytorch numba
Language:Python 481
ankonzoid / LearningX
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
reinforcement-learning deep-learning neural-network q-learning deep-reinforcement-learning python deep multiagent-reinforcement-learning learning tutorials tutorial-exercises tutorial-code examples machine-learning machine-learning-algorithms data-science optimization agent
Language:Python 369
TimeBreaker / MARL-papers-with-code
Multi-Agent Reinforcement Learning (MARL) papers with code
marl marl-papers marl-resources multiagent-reinforcement-learning
354
TimeBreaker / Multi-Agent-Reinforcement-Learning-papers
Multi-Agent Reinforcement Learning (MARL) papers
marl multi-agent-learning multiagent-learning multiagent-reinforcement-learning
251
TimeBreaker / MARL-resources-collection
A Collection of Multi-Agent Reinforcement Learning (MARL) Resources
marl multiagent-reinforcement-learning multi-agent-learning multiagent-learning
228
jiachenli94 / Awesome-Decision-Making-Reinforcement-Learning
A selection of state-of-the-art research materials on decision making and motion planning.
algorithms artificial-intelligence autonomous-vehicles causal-inference decision-making deep-learning intelligent-transportation-systems inverse-reinforcement-learning machine-learning motion-control motion-planning motion-prediction multi-agent-learning multiagent-reinforcement-learning reinforcement-learning robotics trajectory-generation trajectory-planning trajectory-prediction
225
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 multiagent-reinforcement-learning reinforcement-learning
Language:Python 204
ArnaudFickinger / gym-multigrid
Lightweight multi-agent gridworld Gym environment
gym-environment multiplayer-game multiagent-systems multiagent-reinforcement-learning gridworld-environment gym gridworld multi-agent multi-agent-systems multi-agent-reinforcement-learning
Language:Python 203
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.
multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation permutation-equivariant permutation-invariance permutation-invariant permutation-equivariance
Language:Python 161
decentralized-multiarm
real-stanford / decentralized-multiarm
[CoRL 2020] Learning a Decentralized Multiarm Motion Planner
multiagent-reinforcement-learning robotics deep-learning motion-planning pytorch
Language:Python 152
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.
deep-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning
Language:Python 145
wwxFromTju / deepmind_MAS_enviroment
some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
multiagent multiagent-reinforcement-learning sequential-social-dilemmas
Language:Python 129
hsvgbkhgbv / SQDDPG
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''.
reinforcement-learning multi-agent-reinforcement-learning framework policy-gradient openai-gym pytorch multiagent-reinforcement-learning sqddpg shapley-q-value marl multi-agent-rl
Language:Python 118
EzgiKorkmaz / adversarial-reinforcement-learning
Reading list for adversarial perspective and robustness in deep reinforcement learning.
adversarial-machine-learning adversarial-policies adversarial-reinforcement-learning ai-alignment ai-safety artificial-intelligence-alignment deep-reinforcement-learning explainable-machine-learning machine-learning-safety multiagent-reinforcement-learning reinforcement-learning-alignment reinforcement-learning-safety responsible-ai robot-safety robust-deep-reinforcement-learning robust-machine-learning robust-reinforcement-learning safe-reinforcement-learning safe-rlhf
110
nsidn98 / InforMARL
Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
graph-neural-networks graphneuralnetwork icml-2023 multiagent-reinforcement-learning navigation reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments
Language:Python 108
gml16 / rl-medical
Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.
deep-learning deep-reinforcement-learning healthcare landmark-detection machine-learning multiagent-reinforcement-learning reinforcement-learning
Language:Python 87
JohannesAck / MATD3implementation
Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"
reinforcement-learning multiagent-reinforcement-learning maddpg td3 rl
Language:Python 81
AlirezaShamsoshoara / Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task
A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
ai reinforcement-learning marl qlearning-algorithm multiagent-reinforcement-learning spectrum uav drone wildfire
Language:Python 68
MichelangeloConserva / TotalWarSimulator
Total War Battle simulator for AI research
machine-learning artificial-intelligence reinforcement-learning multiagent-reinforcement-learning multiagent-systems multiagent-planning totalwar total-war simulator unity3d
Language:C# 67
mit-wu-lab / IntersectionZoo
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
autonomous-driving autonomous-vehicles control-theory deep-reinforcement-learning eco-driving generalization intelligent-transportation-systems machine-learning-algorithms multiagent-reinforcement-learning multiagent-systems python transportation reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments meta-learning transfer-learning multi-task-learning pytorch curriculum-learning
Language:Jupyter Notebook 66
cyoon1729 / Multi-agent-reinforcement-learning
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
marl multiagent-reinforcement-learning maddpg pytorch pytorch-rl
Language:Python 63
cage-challenge / cage-challenge-4
The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. This CAGE Challenge 4 (CC4) returns to a defence industry enterprise environment, and introduces a Multi-Agent Reinforcement Learning (MARL) scenario.
cybersecurity multiagent-reinforcement-learning reinforcement-learning
Language:Python 51
baskuit / R-NaD
Experimentation with Regularized Nash Dynamics on a GPU accelerated game
deepnash multiagent-reinforcement-learning pytorch reinforcement-learning reinforcement-learning-algorithms rnad
Language:Python 47
ewanlee / ICLR2019-RL-Papers
The Reinforcement-Learning-Related Papers of ICLR 2019
iclr2019 reinforcement-learning multiagent-reinforcement-learning model-free model-based-rl hierarchical-reinforcement-learning inverse-reinforcement-learning imitation-learning sequence-modeling robust-reinforcement-learning meta-learning transfer-learning intrinsic-reward online-learning
47
hsvgbkhgbv / shapley-q-learning
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
multiagent-reinforcement-learning marl starcraft2 q-learning shapley-value interpretability
Language:Python 46
cjm715 / mgym
A collection of multi-agent reinforcement learning OpenAI gym environments
multiagent-reinforcement-learning multiagent reinforcement-learning gym-environment gym
Language:Python 45
Ankur-Deka / Emergent-Multiagent-Strategies
Emergence of complex strategies through multiagent competition
competitive marl multiagent-reinforcement-learning multiagent-systems robotics
Language:Python 43
moratodpg / imp_marl
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
benchmark infrastructure-management multiagent-reinforcement-learning environments
Language:Python 41

multiagent-reinforcement-learning

LantaoYu / MARL-Papers

opendilab / DI-engine

Farama-Foundation / PettingZoo

tigerneil / awesome-deep-rl

cityflow-project / CityFlow

google-deepmind / meltingpot

xuehy / pytorch-maddpg

FLAIROx / JaxMARL

salesforce / warp-drive

ankonzoid / LearningX

TimeBreaker / MARL-papers-with-code

TimeBreaker / Multi-Agent-Reinforcement-Learning-papers

TimeBreaker / MARL-resources-collection

jiachenli94 / Awesome-Decision-Making-Reinforcement-Learning

rosewang2008 / gym-cooking

ArnaudFickinger / gym-multigrid

tjuHaoXiaotian / pymarl3

real-stanford / decentralized-multiarm

Stanford-ILIAD / PantheonRL

wwxFromTju / deepmind_MAS_enviroment

hsvgbkhgbv / SQDDPG

EzgiKorkmaz / adversarial-reinforcement-learning

nsidn98 / InforMARL

gml16 / rl-medical

JohannesAck / MATD3implementation

AlirezaShamsoshoara / Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task

MichelangeloConserva / TotalWarSimulator

mit-wu-lab / IntersectionZoo

cyoon1729 / Multi-agent-reinforcement-learning

cage-challenge / cage-challenge-4

baskuit / R-NaD

ewanlee / ICLR2019-RL-Papers

hsvgbkhgbv / shapley-q-learning

cjm715 / mgym

Ankur-Deka / Emergent-Multiagent-Strategies

moratodpg / imp_marl