Keras implementation of DQN on ViZDoom environment

Implementation of reinforcement learning algorithms with descriptions for beginners.

DQN, Double DQN, Dueling Network

Double DQN for Openai's Atari Environments

DDQN inplementation on PLE FlappyBird environment in PyTorch.

Reinforcement learning project

MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.

Pytorch-DDQN implemantaion on Super Mario Brothers

Simple implementation of DDQN for Flappy_Bird Game

Using pytorch to implement DQN / DDQN / Atari DDQN

A comparision between the performances of DQN and several of its variants using PyTorch and Pong.

NCTU CS project

Deep Reinforcement Learning Nanodegree Project 1

Solution to the Deep RL Bootcamp labs from UC Berkeley

simple implementation of DQN and DDQN on atari Breakout-v0

Deep Learning Project

Implementation of DQN, DDQN and DRQNs for Atari Games in Tensorflow. [Work in Progress]