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pypi.org "marl" keyword

View the packages on the pypi.org package registry that are tagged with the "marl" keyword.

Top 9.1% on pypi.org
torchrl-nightly 2025.4.19
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
799 versions - Latest release: about 3 hours ago - 26 thousand downloads last month - 1,571 stars on GitHub - 1 maintainer
laser-learning-environment 2.3.2
Laser Learning Environment (LLE) for Multi-Agent Reinforcement Learning
49 versions - Latest release: 3 days ago - 8.94 thousand downloads last month - 8 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
pogema 1.3.1
Partially Observable Grid Environment for Multiple Agents
67 versions - Latest release: 7 months ago - 1 dependent package - 5 dependent repositories - 2.4 thousand downloads last month - 208 stars on GitHub - 1 maintainer
benchmarl 1.4.0
BenchMARL
11 versions - Latest release: 2 months ago - 434 downloads last month - 378 stars on GitHub - 1 maintainer
moss-rl 0.0.5
A Python library for Reinforcement Learning.
6 versions - Latest release: over 1 year ago - 156 downloads last month - 6 stars on GitHub - 1 maintainer
routerl 1.0.0
RouteRL is a multi-agent reinforcement learning framework for urban route choice in different cit...
1 version - Latest release: 2 months ago - 71 downloads last month - 17 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.
42 versions - Latest release: about 6 years ago - 6 dependent packages - 16 dependent repositories - 25.9 thousand downloads last month - 1,571 stars on GitHub - 1 maintainer
id-mava 0.1.3
A Python library for Multi-Agent Reinforcement Learning.
5 versions - Latest release: almost 3 years ago - 1 dependent repositories - 139 downloads last month - 786 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
vmas 1.5.0
Vectorized Multi-Agent Simulator
26 versions - Latest release: 3 months ago - 3 dependent packages - 5 dependent repositories - 1.72 thousand downloads last month - 196 stars on GitHub - 1 maintainer
id-marl-eval 0.0.4
A Python library for Multi-Agent Reinforcement Learning evaluation.
4 versions - Latest release: about 1 year ago - 151 downloads last month - 76 stars on GitHub - 1 maintainer
replicantdrivesim 0.5.6
A Unity Traffic Simulation
46 versions - Latest release: 3 months ago - 1.04 thousand downloads last month - 1 stars on GitHub - 1 maintainer
generals-bots 2.2.1
Develop your agent for generals.io!
6 versions - Latest release: 4 months ago - 206 downloads last month - 42 stars on GitHub - 1 maintainer
pitapy 1.0.2
Update dependencies in requirements.txt, specifying webcolors 1.13
3 versions - Latest release: 4 months ago - 117 downloads last month - 8 stars on GitHub - 1 maintainer
generals 1.0.0
Generals.io environment compliant with PettingZoo API standard powered by Numpy.
12 versions - Latest release: 6 months ago - 464 downloads last month - 39 stars on GitHub - 1 maintainer
marl 1.0.0
Multi-Agent Reinforcement Learning
1 version - Latest release: about 3 years ago - 1 dependent repositories - 43 downloads last month - 31 stars on GitHub - 1 maintainer