vwxyzjn

cleanrl

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

ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

portwarden

Create Encrypted Backups of Your Bitwarden Vault with Attachments

invalid-action-masking

Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

gym-microrts-paper

The source code for the gym-microrts paper.

gym-pysc2

Gym wrapper for pysc2

envpool-cleanrl

ppo-atari-metrics

microrts

entity-ppo-demo

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

envpool-xla-cleanrl

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

dragonfly

A modern replacement for Redis and Memcached

enn-trainer

entity-gym

Standard interface for entity based reinforcement learning environments.

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

flax

Flax is a neural network library for JAX that is designed for flexibility.

Gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

hyperstate

Opinionated library for managing hyperparameters and mutable state of machine learning training systems.

IsaacGymEnvs

Isaac Gym Reinforcement Learning Environments

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

poetry12bug

rl-experiments

Keeping track of RL experiments

rl_games

RL implementations

rogue-net

Entity Gym compatible ragged batch transformer implementation.

Shimmy

An API conversion tool for popular external reinforcement learning environments

torchbeast

A PyTorch Platform for Distributed RL

v23

Volume 23 of JMLR

vwxyzjn.github.io