pettingzoo topic

List pettingzoo repositories

sumo-rl

639
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180
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Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Multi-Agent-Reinforcement-Learning

168
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23
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PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.

Gym-Stag-Hunt

26
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10
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A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.

racecar_gym

133
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20
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A gym environment for a miniature racecar using the pybullet physics engine.

AgileRL

505
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38
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Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

SocialGym2

46
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6
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SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.

MASAC

46
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6
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Jax and Torch Multi-Agent SAC on PettingZoo API

maddpg-pettingzoo-pytorch

75
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23
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implementation of MADDPG using PettingZoo and PyTorch