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pypi.org "multi-agent-reinforcement-learning" keyword

View the packages on the pypi.org package registry that are tagged with the "multi-agent-reinforcement-learning" keyword.

Top 6.3% on pypi.org
pymaro 0.3.2a4
MARO Python Package
26 versions - Latest release: almost 2 years ago - 5 dependent repositories - 1.21 thousand downloads last month - 896 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
pettingzoo 1.25.0 💰
Gymnasium for multi-agent reinforcement learning.
67 versions - Latest release: 5 months ago - 51 dependent packages - 240 dependent repositories - 258 thousand downloads last month - 2,604 stars on GitHub - 3 maintainers
Top 5.4% on pypi.org
vmas 1.5.1
Vectorized Multi-Agent Simulator
27 versions - Latest release: 1 day ago - 3 dependent packages - 5 dependent repositories - 1.92 thousand downloads last month - 196 stars on GitHub - 1 maintainer
ai-economist 1.7.1
Foundation: An Economics Simulation Framework
10 versions - Latest release: over 3 years ago - 1 dependent repositories - 225 downloads last month - 85 stars on GitHub - 2 maintainers
Top 6.3% on pypi.org
flatland-rl 4.2.2
Multi Agent Reinforcement Learning on Trains
61 versions - Latest release: 6 days ago - 1 dependent package - 16 dependent repositories - 6.59 thousand downloads last month - 47 stars on GitHub - 6 maintainers
openrl 0.2.0
unified reinforcement learning framework
24 versions - Latest release: almost 2 years ago - 1 dependent package - 753 downloads last month - 771 stars on GitHub - 1 maintainer
macad-gym 0.1.4
Learning environments for Multi-Agent Connected Autonomous Driving (MACAD) with OpenAI Gym compat...
4 versions - Latest release: about 5 years ago - 1 dependent repositories - 33 downloads last month - 366 stars on GitHub - 1 maintainer
accelbrainbeat 1.0.5
AccelBrainBeat is a Python library for creating the binaural beats or monaural beats. You can pla...
10 versions - Latest release: over 7 years ago - 295 downloads last month - 318 stars on GitHub - 2 maintainers
tartrl-nightly 0.0.4
reinforcement learning framework
3 versions - Latest release: over 2 years ago - 14 downloads last month - 3 stars on GitHub - 1 maintainer
deepcomp 1.4.2
DeepCoMP: Self-Learning Dynamic Multi-Cell Selection for Coordinated Multipoint (CoMP)
13 versions - Latest release: about 2 years ago - 1 dependent repositories - 69 downloads last month - 64 stars on GitHub - 1 maintainer
robust-gymnasium 0.1.4
A standard API for robust reinforcement learning and a diverse set of reference environments (for...
5 versions - Latest release: 19 days ago - 1.02 thousand downloads last month - 66 stars on GitHub - 1 maintainer
chatarena 0.1.18 💰
Multi-Agent Language Game Environments for Large Language Models
33 versions - Latest release: almost 2 years ago - 257 downloads last month - 1,504 stars on GitHub - 3 maintainers
xuance 1.3.1
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library.
23 versions - Latest release: 3 months ago - 211 downloads last month - 954 stars on GitHub - 1 maintainer
tartrl 0.0.3
reinforcement learning framework
3 versions - Latest release: over 2 years ago - 14 downloads last month - 3 stars on GitHub - 1 maintainer
tizero 0.0.3
Toolkit and agents for Google Research Football
3 versions - Latest release: about 2 years ago - 18 downloads last month - 61 stars on GitHub - 1 maintainer
matrax 0.0.5
Matrix games in JAX
4 versions - Latest release: 10 months ago - 452 downloads last month - 11 stars on GitHub - 1 maintainer
rllib-emecom 0.0.7
Framework for Emergent Communication using RLlib
7 versions - Latest release: almost 2 years ago - 11 downloads last month - 3 stars on GitHub - 1 maintainer
routerl 1.0.1
RouteRL is a multi-agent reinforcement learning framework for urban route choice in different cit...
2 versions - Latest release: 5 months ago - 11 downloads last month - 26 stars on GitHub - 1 maintainer
routerlurb 1.0.0
RouteRL is a multi-agent reinforcement learning framework for urban route choice in different cit...
1 version - Latest release: 5 months ago - 8 downloads last month - 26 stars on GitHub - 1 maintainer
stubborn 0.0.2
An Environment for Evaluating Stubbornness between Agents with Aligned Incentives
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 42 downloads last month - 1 stars on GitHub - 1 maintainer
llm-agent 0.3.0 💰
Multi-Agent Language Game Environments for Large Language Models
2 versions - Latest release: almost 2 years ago - 24 downloads last month - 1,489 stars on GitHub - 1 maintainer
fruit-slots 0.0.6
An experiment in implicit communication between learning agents
6 versions - Latest release: over 3 years ago - 32 downloads last month - 1 stars on GitHub - 1 maintainer
heterogeneous-highway-env 0.0.3
Codebase for for our version of highway-way modified for iPLAN paper
2 versions - Latest release: over 2 years ago - 17 downloads last month - 18 stars on GitHub - 1 maintainer
mobile-env 2.0.3
mobile-env: An Open Environment for Autonomous Coordination in Wireless Mobile Networks
15 versions - Latest release: 11 months ago - 1 dependent repositories - 94 downloads last month - 132 stars on GitHub - 1 maintainer
pymops 1.0.5
A multi-agent simulation-based optimization package for power scheduling
2 versions - Latest release: almost 2 years ago - 7 downloads last month - 3 stars on GitHub - 1 maintainer
azul-marl-env 1.0.6
A library to enable AI agent training on board game
6 versions - Latest release: 4 months ago - 80 downloads last month - 0 stars on GitHub - 1 maintainer
benchmarl 1.5.0
BenchMARL
12 versions - Latest release: 5 months ago - 403 downloads last month - 460 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
pydbm 1.5.1
`pydbm` is Python library for building Restricted Boltzmann Machine(RBM), Deep Boltzmann Machine(...
44 versions - Latest release: about 6 years ago - 3 dependent repositories - 42 downloads last month - 317 stars on GitHub - 2 maintainers
laser-learning-environment 2.6.1
Laser Learning Environment (LLE) for Multi-Agent Reinforcement Learning
52 versions - Latest release: 5 months ago - 1.82 thousand downloads last month - 13 stars on GitHub - 1 maintainer
iplan 0.1.3
Codebase for iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Re...
5 versions - Latest release: over 2 years ago - 17 downloads last month - 40 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
torchrl-nightly 2025.9.1
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning
929 versions - Latest release: about 1 month ago - 129 thousand downloads last month - 1,571 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
torchrl 1.8.4
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning
44 versions - Latest release: over 6 years ago - 6 dependent packages - 16 dependent repositories - 84.6 thousand downloads last month - 1,571 stars on GitHub - 1 maintainer
id-marl-eval 0.0.4
A Python library for Multi-Agent Reinforcement Learning evaluation.
4 versions - Latest release: over 1 year ago - 39 downloads last month - 76 stars on GitHub - 1 maintainer
marlware 1.0.4
Multi-Robot Warehouse environment for reinforcement learning
5 versions - Latest release: almost 2 years ago - 15 downloads last month - 381 stars on GitHub - 1 maintainer
rwaretest 1.0.3
Multi-Robot Warehouse environment for reinforcement learning
1 version - Latest release: almost 2 years ago - 9 downloads last month - 381 stars on GitHub - 1 maintainer
Top 7.8% on pypi.org
rware 2.0.0
Multi-Robot Warehouse environment for reinforcement learning
4 versions - Latest release: about 1 year ago - 3 dependent repositories - 8.68 thousand downloads last month - 381 stars on GitHub - 1 maintainer
marl 1.0.0
Multi-Agent Reinforcement Learning
1 version - Latest release: over 3 years ago - 1 dependent repositories - 10 downloads last month - 35 stars on GitHub - 1 maintainer
floxs 0.1.1
Multi-agent RL flock and swarm environments implemented in JAX
2 versions - Latest release: about 1 month ago - 38 downloads last month - 13 stars on GitHub - 1 maintainer
algo-wars 0.0.1
algo-wars is Python library for Investment Strategies such as Volatility Modeling, Technical Anal...
1 version - Latest release: over 4 years ago - 1 dependent repositories - 13 downloads last month - 318 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
pyqlearning 1.2.7
pyqlearning is Python library to implement Reinforcement Learning and Deep Reinforcement Learning...
24 versions - Latest release: almost 2 years ago - 5 dependent repositories - 105 downloads last month - 318 stars on GitHub - 2 maintainers
pycomposer 1.0.6
pycomposer is Python library for Algorithmic Composition or Automatic Composition based on the st...
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 24 downloads last month - 318 stars on GitHub - 2 maintainers
Top 9.7% on pypi.org
pygan 1.1.2
pygan is Python library to implement Generative Adversarial Networks(GANs), Conditional GANs, Adv...
16 versions - Latest release: over 3 years ago - 1 dependent package - 3 dependent repositories - 69 downloads last month - 318 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
accel-brain-base 1.1.0
accel-brain-base is a basic library of the Deep Learning for rapid development at low cost. This ...
12 versions - Latest release: about 3 years ago - 5 dependent repositories - 178 downloads last month - 318 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
pysummarization 1.1.9
pysummarization is Python library for the automatic summarization, document abstraction, and text...
18 versions - Latest release: over 3 years ago - 15 dependent repositories - 1 thousand downloads last month - 318 stars on GitHub - 2 maintainers
marllib 1.0.3
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
12 versions - Latest release: over 2 years ago - 483 downloads last month - 924 stars on GitHub - 1 maintainer
agilerl 2.3.4
AgileRL is a deep reinforcement learning library focused on improving RL development through RLOps.
98 versions - Latest release: 27 days ago - 1 dependent repositories - 4.83 thousand downloads last month - 748 stars on GitHub - 1 maintainer
id-mava 0.1.3
A Python library for Multi-Agent Reinforcement Learning.
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 18 downloads last month - 794 stars on GitHub - 1 maintainer
Related Keywords
reinforcement-learning 34 multi-agent 17 python 13 deep-reinforcement-learning 13 robotics 12 pytorch 11 marl 10 deep-learning 10 machine-learning 8 simulation 8 transfer-learning 8 simulated-annealing 8 semi-supervised-learning 8 auto-encoder 8 automatic-summarization 8 combinatorial-optimization 8 deep-q-network 8 energy-based-model 8 generative-adversarial-network 8 lstm 8 q-learning 8 quantum-annealing 8 quantum-monte-carlo 8 restricted-boltzmann-machine 8 self-supervised-learning 8 multi-agent-systems 7 gym 7 rl 6 environment 5 ai 5 rllib 5 gymnasium 5 ppo 4 autonomous 4 learning 4 LSTM 4 google-research-football 3 game-ai 3 torch 3 data-science 3 multi-agent-simulation 3 baselines 3 toolbox 3 Networks 3 Adversarial 3 Generative 3 machine 3 autoencoder 3 convolution 3 deconvolution 3 encoder 3 decoder 3 Reinforcement Learning 3 transportation 3 jax 3 reinforcement-learning-algorithms 3 decision-making 3 research 3 Reinforcement 2 sumo 2 torchrl 2 Deep 2 Q-Learning 2 traffic-assignment 2 traffic-simulation 2 distributed-training 2 AI 2 RL 2 game 2 natural-language-processing 2 large-language-models 2 control 2 benchmark 2 behavior-modeling 2 artificial-intelligence 2 model-based-reinforcement-learning 2 evaluation 2 simulator 2 distributed-computing 2 operations-research 2 Auto-Encoders 2 pettingzoo 2 atari 2 ray 2 distributed-reinforcement-learning 2 mobile 2 gpt-4 2 wireless 2 chatgpt 2 routing 2 vehicles 2 mujoco 2 self-playing 2 multi-robot-systems 2 traffic 2 autonomous-vehicles 2 cavs 2 cellular 2 cell-selection 2 self-play 2