xlnwel

model-free-algorithms

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

grl

General-Purpose Reinforcement Learning

cv

Repo for CV algorithms

atari_rl

Rainbow, IQN on atari games

g2rl

board-game

Adversarial search algorithms on board games

Cpp-concurrency

Some C++ concurrent code written when reading "C++ concurrency in action"

Leetcode

Exercises from Leetcode

AnimalAI-Olympics

Code repository for the Animal AI Olympics competition

blog

book-mooc

dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

ganhacks

starter from "How to Train a GAN?" at NIPS2016

google-research

Google Research

grl2

imitation-learning

Behavior cloning and DAgger

meta

neurips2020-procgen

open_spiel

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

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

phasic-policy-gradient

Code for the paper "Phasic Policy Gradient"

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

shell-script

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

sonnet

TensorFlow-based neural network library

spinningup

An educational resource to help anyone learn deep reinforcement learning.

trfl

TensorFlow Reinforcement Learning