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a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

a3c-tensorflow

in progress

a3c-tensorflow-openaigym

acer

Actor-critic with experience replay

ai-blog

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

ai_examples

AI examples with TensorFlow, Keras

apollo

An open autonomous driving platform

arcade-learning-environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

awesome-adb

:lollipop: ADB Usage Complete / ADB 用法大全

awesome-deep-rl

for learning and researching on DRL

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningflappybird

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

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

dqfd

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

experiment

仿真实验与实物实验

ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gym

mygym

gym-learn

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

helicopterrl

Reinforcement Learning for Autonomous Helicopter Control