zhangwei hong's repositories
ARS
An implementation of the Augmented Random Search algorithm
BCO
behavior cloning from observation
BGRL
Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization
CityLearn
Official reinforcement learning environment for demand response and load shaping
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
curiosity_baselines
An open source reinforcement learning codebase with a variety of intrinsic curiosity methods implemented in PyTorch on top of rlpyt.
deep_control
Deep Reinforcement Learning for Continuous Control in PyTorch
Dr-Jekyll-and-Mr-Hyde-The-Strange-Case-of-Off-Policy-Policy-Updates
Code for Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates: https://arxiv.org/abs/2109.14727
dreamerv2
Mastering Atari with Discrete World Models
easy_experiments
A easy-to-modify tool for launching many experiments.
fuzz4all
🌌️Fuzz4All: Universal Fuzzing with Large Language Models
gdown
Download a large file from Google Drive (curl/wget fails because of the security notice).
jaynes
A package for running ML training on SLURM, AWS, GCE, and physical boxes with or without docker
jaynes-starter-kit
a starter-kit for jaynes, the cloud-agnostic launch library
multiworld
Multitask Environments for RL
pythagora
Generate automated tests for your Node.js app via LLMs without developers having to write a single line of code.
PythonLinearNonlinearControl
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
RL4LMs
A modular RL library to fine-tune language models to human preferences
robovat
RoboVat: A unified toolkit for simulated and real-world robotic task environments.
trl
Train transformer language models with reinforcement learning.
vizdoomgym
OpenAI Gym wrapper for ViZDoom enviroments
WNPG
implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies