Pinned

1. reinforcement-learning-algorithms

   This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are…

   Python 418 85

2. self-imitation-learning-pytorch

   This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

   Python 59 7

3. hindsight-experience-replay

   This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

   Python 126 36

4. integrated-gradient-pytorch

   This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.

   Python 80 14

5. mosse-object-tracking

   This is the implementation of MOSSE tracking algorithm (correlation filter based).

   Python 69 31

6. dockerfiles

   It contains the dockerfiles for the purpose of machine learning / deep learning research.

   Dockerfile 4