Costa Huang's repositories
portwarden
Create Encrypted Backups of Your Bitwarden Vault with Attachments
ppo-implementation-details
The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization
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.
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
dragonfly
A modern replacement for Redis and Memcached
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
moolib
A library for distributed ML training with PyTorch
rl-experiments
Keeping track of RL experiments
rl_games
RL implementations
Shimmy
An API conversion tool for popular external reinforcement learning environments
torchbeast
A PyTorch Platform for Distributed RL
v23
Volume 23 of JMLR