Flora's repositories
acme
A library of reinforcement learning components and agents
Awesome-Information-Bottleneck
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
awesome-memory-rl
A curated list of awesome memory in reinforcement learning research materials
awesome-resume-for-chinese
:page_facing_up: 适合中文的简历模板收集（LaTeX，HTML/JS and so on）由 @hoochanlon 维护
Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
DI-engine
OpenDILab Decision AI Engine
DRLib
DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.
ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
gymnax
RL Environments in JAX 🌍
gymnax-blines
Baselines for gymnax 🤖
ml
经典机器学习算法的极简实现
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
panda-gym
OpenaAI Gym Franka Emika Panda robot environment based on PyBullet.
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
purejaxrl
Really Fast End-to-End Jax RL Implementations
Reinforcement-Implementation
Implementation of benchmark RL algorithms
rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
rlalgorithms-tf2
Packaged deep reinforcement learning algorithms in tensorflow 2.x
RLs
Reinforcement Learning Algorithms Based on PyTorch
robo-gym
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
stable-baselines
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
tianshou
An elegant PyTorch deep reinforcement learning library.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.