Reading Group on Reinforcement Learning topics

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Deep Q-Network implementation for solving Unity's Banana Collection environment

Rainbow: Combining Improvements in Deep Reinforcement Learning

Contains Double Deep Q-Network and Actor-Critic. Both utilize either Prioritized Experience Replay or Vanilla Experience Replay

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

Multi-agent deep reinforcement learning research project

Train an agent to navigate a large world and collect yellow bananas, while avoiding blue bananas. The deep reinforcement learning algorithm is based on value-based method.

PyTorch Implementations of Augmented Random Search

A collection of Python modules to solve OpenAI Gym environments with Reinforcement Learning.

A PyTorch Implementation of SAC-Discrete.

Keras implementation of DQN on ViZDoom environment

Preparation for Deep Reinforcement Learning using Google Colab

Reinforcement Learning

Reinforcement learning course at Data Science Retreat

Further explorations into Reinforcement learning with Deep Learning Networks

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

TensorFlow implementation of Deep Reinforcement Learning papers

Implementations of deep RL papers and random experimentation

Project 1 for the Udacity Deep Reinforcement Learning Nanodegree

Yet another prioritized experience replay buffer implementation.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Repository for codes of 'Deep Reinforcement Learning'

DQN

Deep Q-Learning Network in pytorch

Implementation of DQN for Super Mario Bros. 1-1

Playing ATARI games using a convolutional autoencoder and an evolutionary algorithm. Team name: badskiersevolved (DeepHack.RL)

Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

Implementation of the Deep Q-learning algorithm to solve MDPs

implement of prioritized experience replay

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Double Q learning with Priortized Experience Replay

Exploration of Experience Replay Variants

Atari - Deep Reinforcement Learning algorithms in TensorFlow

Prioritized Experience Replay for Reinforcement Learning

Implementation of a Dueling Double Deep Q-value Network with tensorflow

Project 3 of the Udacity Deep Reinforcement Learning Nanodegree

deep reinforcement learning for personal research

Contains all resources for my high school senior capstone project which is building a Double Deep-Q Network with prioritized experience replay in order to teach a computer to play Tetris.

An experiment on using deep learning to play games

DEEp Reinforcement learning framework

CNTK port of DDQN + Prioritized Experience Replay for OpenAI Baselines

Deep Q-Network implemented using tensorflow