denisyarats

pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

drq

DrQ: Data regularized Q

pytorch_sac_ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

exorl

ExORL: Exploratory Data for Offline Reinforcement Learning

proto

Proto-RL: Reinforcement Learning with Prototypical Representations

densenet_cifar10

Meta-learning learning rates with higher

dm_control2gym

OpenAI Gym Wrapper for DeepMind Control Suite

rrc

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

metarl

pytorch-flows

PyTorch implementations of algorithms for density estimation

rlenv

Docker Image for RL

TD3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

1nadequacy.github.io

web page

autoencoder

denisyarats.github.io

dist_expl

dm_control

The DeepMind Control Suite and Package

dreamerv2

Mastering Atari with Discrete World Models

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

lqr

mbrl-lib

Library for Model Based RL

qhoptim

Implementations of quasi-hyperbolic optimization algorithms.

rad

RAD: Reinforcement Learning with Augmented Data

rl

torchbeast

A PyTorch Platform for Distributed RL

tutorials_week2

tutorials for MLSS 2019 Skoltech

urlworkshop

xt

torch TH/THC c++11 wrapper