Repository Index

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

• api
• gym
• reinforcement-learning

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

• c-plus-plus
• machine-learning
• online-learning
• contextual-bandits

Playing Pokemon Red with Reinforcement Learning

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

• api
• gymnasium
• multi-agent-reinforcement-learning
• reinforcement-learning

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

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

• gym
• pybullet
• reinforcement-learning
• control

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

• tensorflow
• ros
• deep-reinforcement-learning
• collision-avoidance

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".

• game-ai
• hearthstone
• reinforcement-learning
• rust

This trading-gym is the first trading for agent to train with episode of short term trading itself.

Communicating with godot engine through shared memory

A set of neuroevolution experiments with/towards deep networks

• rubyml