rl-code-lib Goto Github PK

rl_algorithms

Structural implementation of RL key algorithms

rl_games

RL implementations

robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

rsl_rl

Fast and simple implementation of RL algorithms, designed to run fully on GPU.

saferl

Safe Reinforcement Learning algorithms

salina

a Lightweight library for sequential learning agents, including reinforcement learning

sample-factory

High throughput asynchronous reinforcement learning

sb3_jax

scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

simple-reinforcement-learning

simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

slm-lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines3

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

surreal

Open-Source Distributed Reinforcement Learning Framework by Stanford Vision and Learning Lab

tensor2robot

Distributed machine learning infrastructure for large-scale robotics research

tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

tianshou

An elegant PyTorch deep reinforcement learning platform.

tleague

tleague_projpage

tonic

Tonic RL library

torchbeast

A PyTorch Platform for Distributed RL

torchrl

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

trfl

TensorFlow Reinforcement Learning

unstable_baselines

Re-implementations of SOTA RL algorithms.

url_benchmark

virtualhome_unity

Source Code for VirtualHome environment

watch_and_help

Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration