JeongsooHa

classify_radiomic

SPD

Self-Predictive Dynamics for Generalization of Vision-based Reinforcement Learning

Popular-RL-Algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

curl_rainbow

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

PythonRobotics

Python sample codes for robotics algorithms.

gbrlfi

Goal-based RL from images.

mep

Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)

Pytorch-AWAC

A PyTorch implementation of Advantage weighted Actor-Critic (AWAC)

rlkit

Collection of reinforcement learning algorithms

multiworld

Multitask Environments for RL

Robotics-DDPG-HER

I use OpenAi Robotics environment Fetch to train a robot to lift, slide, move objectives to defined targets. I do this using Deep Deterministic Policy Gradients (DDPG) and Hindsight Experience Replay (HER) to do this.

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

park

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design

pytorch-rl

pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

pytorch-flows

PyTorch implementations of algorithms for density estimation

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

deer

DEEp Reinforcement learning framework

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

gym-super-mario-bros

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES