Yurui-Li

Minigrid

Simple and easily configurable grid world environments for reinforcement learning

LibMTL

A PyTorch Library for Multi-Task Learning

PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

lightly

A python library for self-supervised learning on images.

awesome-mixture-of-experts

A collection of AWESOME things about mixture-of-experts

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

T3Bench

T3Bench: Benchmarking Current Progress in Text-to-3D Generation

learning_research

本人的科研经验

Pytorch-Memory-Utils

pytorch memory track code

smacv2

omnisafe

OmniSafe is an infrastructural framework for accelerating SafeRL research.

IsaacGymEnvs

Isaac Gym Reinforcement Learning Environments

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

football

Check out the new game server:

MARL-Algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

tianshou

An elegant PyTorch deep reinforcement learning library.

pymarl

Python Multi-Agent Reinforcement Learning framework

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

SuperSuit

A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

PettingZoo

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

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

pysc2

StarCraft II Learning Environment

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

reinforcement-learning-an-introduction-chinese

《Reinforcement Learning: An Introduction》（第二版）中文翻译