Repository Index

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

• tensorlayer
• deep-learning
• tensorflow
• neural-network

A JavaScript deep learning and reinforcement learning library.

• deep-learning
• self-driving-car
• reinforcement-learning
• javascript

A library of reinforcement learning components and agents

• reinforcement-learning
• agents
• research

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

• ai
• control
• decision-making
• distributed-computing

Tensorforce: a TensorFlow library for applied reinforcement learning

• reinforcement-learning
• tensorflow
• deep-reinforcement-learning
• tensorflow-library

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

• ai
• computer-vision
• robotics
• simulator

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

• reinforcement-learning
• tensorflow
• contextual-bandits
• bandits

A PyTorch Library for Meta-learning Research

• pytorch
• maml
• meta-learning
• learning2learn

An interface library for RL post training with environments.

Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab

An open-source library for sim and real robot demos on top of MuJoCo.

An offline deep reinforcement learning library

• deep-reinforcement-learning
• deep-learning
• pytorch
• offline-rl

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

• reinforcement-learning
• python
• deep-learning
• gym

Scalable, event-driven, deep-learning-friendly backtesting library

• reinforcement-learning
• deep-reinforcement-learning
• gym-environment
• openai-gym

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• reinforcement-learning
• deep-learning
• pytorch
• pytorch-reinforcement-learning