Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
653 results
A library of reinforcement learning components and agents
The Little Book of Reinforcement Learning
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
Multi-Objective Reinforcement Learning algorithms implementations.
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Simulation of spiking neural networks (SNNs) using PyTorch.
Reinforcement Learning environments based on the 1993 game Doom :godmode:
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
qqr is an RL training framework for open-ended agents.
Standardized environment infrastructure for Agentic AI development.
Simple and easily configurable grid world environments for reinforcement learning
RL research on Android devices.
Monte Carlo tree search in JAX
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
BFM_Zero: A Promptable Behavioral Foundation Model for Humanoid Control Using Unsupervised Reinforcement Learning
Awesome Reasoning LLM Tutorial/Survey/Guide
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
Multi-objective Gymnasium environments for reinforcement learning
Official code for "Self-Distilled Agentic Reinforcement Learning"
24,523 repositories in the index in total.
