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The Top 23 Python Reinforcement Learning Multi Agent Open Source Projects

Open source projects categorized as Python Reinforcement Learning Multi Agent
Categories > Multi Agent
Categories > Machine Learning > Reinforcement Learning
Open_spiel ⭐ 3,984
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
dependent packages 4total releases 17most recent commit 15 days agopypi open-spiel} Downloads
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40most recent commit 9 months agopypi rlcard} Downloads
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit 2 years ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Maro ⭐ 765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
dependent packages 1total releases 28most recent commit 5 months agopypi pymaro} Downloads
Mava ⭐ 593
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
most recent commit 3 months ago
Gobigger ⭐ 483
[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
most recent commit 8 months ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most recent commit 3 months ago
Ma Gym ⭐ 447
A collection of multi agent environments based on OpenAI gym.
total releases 13most recent commit 7 months ago
Malib ⭐ 440
A parallel framework for population-based multi-agent reinforcement learning.
most recent commit 4 months ago
Virtualhome ⭐ 311
API to run VirtualHome, a Multi-Agent Household Simulator
total releases 2most recent commit 6 months ago
Ic3net ⭐ 174
Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
most recent commit a year ago
Robotic Warehouse ⭐ 170
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
total releases 3most recent commit a year ago
Gobigger Explore ⭐ 153
Still struggling with the high threshold or looking for the appropriate baseline? Come here and new starters can also play with your own multi-agents!
most recent commit a year ago
Timechamber ⭐ 121
A Massively Parallel Large Scale Self-Play Framework
most recent commit a year ago
Benchmarl ⭐ 115
A collection of MARL benchmarks based on TorchRL
most recent commit 3 months ago
Multiagenttorcs ⭐ 113
The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.
most recent commit 5 years ago
Ace ⭐ 113
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
most recent commit a year ago
Social Nce ⭐ 108
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
most recent commit 2 years ago
Pgdrive ⭐ 92
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
total releases 6most recent commit 2 years ago
Multi Commander ⭐ 92
Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem
most recent commit 2 years ago
Tensorswarm ⭐ 69
TensorSwarm: A framework for reinforcement learning of robot swarms.
most recent commit 4 years ago
Fruit Api ⭐ 50
A Universal Deep Reinforcement Learning Framework
most recent commit 3 years ago
The 3 Most Depended On Python Reinforcement Learning Multi Agent Open Source Projects
The 7 Latest Releases In Python Reinforcement Learning Multi Agent Open Source Projects
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Virtualhome ⭐ 311
API to run VirtualHome, a Multi-Agent Household Simulator
total releases 2latest release April 27, 2022most recent commit 6 months ago
Robotic Warehouse ⭐ 170
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
total releases 3latest release January 12, 2022most recent commit a year ago
Ma Gym ⭐ 447
A collection of multi agent environments based on OpenAI gym.
total releases 13latest release November 10, 2021most recent commit 7 months ago
Pgdrive ⭐ 92
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
total releases 6latest release March 12, 2021most recent commit 2 years ago
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