BangYou01

HDDPG-HER-RND

Hierachichal DDPG + Hindsight Experience Replay + Random Network Distillation

Pytorch-CoDy

curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Contrastive-Predictive-Coding

DeepInfomaxPytorch

Learning deep representations by mutual information estimation and maximization

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

DY2P

This is the official repository for DY2P.

google-research

Google Research

MINE-Mutual-Information-Neural-Estimation-

A pytorch implementation of MINE(Mutual Information Neural Estimation)

models

Models and examples built with TensorFlow

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PlaNet_PyTorch

Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch

project-based-learning

Curated list of project-based tutorials

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch_demo

The learning demo of pytorch

pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

self-paced-rl

Implementation of the Self Paced Reinforcement Learning Experiments

spinningup

An educational resource to help anyone learn deep reinforcement learning.