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4_room_world_environment

This repository provides a simulation of 4-Room-World environment.

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cs231n.github.io

Public facing notes page

deep-reinforcement-learning-for-dynamic-spectrum-access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deepdoom

Capstone Project: Navigating 3D Environments Visually Using Distilled Hierarchical Deep Q-Networks

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dqn

Lua/Torch implementation of DQN (Nature, 2015)

drl

An Implementation of Hierarchical Option Model with Energy Regularisation

hierarchical_il_rl

Code for hierarchical imitation learning and reinforcement learning

hierarchicalrl

Option Learning using PCCA+

introrl

Intro to Reinforcement Learning (强化学习纲要）

ipss-common

InterPSS common for lib, 3rd-party lib

keras-ddpg

Python keras + tensorflow implementation of DDPG solving modified open gymAI pendulum-v0 environment

learnlib

A free, open source Java library for automata learning algorithms.

lihang-code

《统计学习方法》的代码实现

matmtdc

MATMTDC is a free open source Matlab based program for performing dynamic analysis of AC/DC hybrid power systems. It is inspired by MatPower, a power flow and optimal power flow program in MATLAB. MATMTDC is an easy-to-use and easy-to-modify simulation tool for researchers and educators. Care has been taken to keep it well structured and easy to un

ml-cs7641

morvanzhou.github.io

莫烦Python Website source code

move37

Coding Demos from the School of AI's Move37 Course

options-hierarchical-rl

reinforce-tf

a brief survey and implementations of deep reinforcement learning papers in tensorflow (in progress)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-intro-book-chinese

Chinese Translation for Book 《Reinforcement Learning- An Introduction》-Second Edition

rl_atari_pytorch

ReinforcementLearning Learn Play Atari Using DDPG and LSTM.

taxi

Hierarchical Online Planning and Reinforcement Learning on Taxi