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asynchronous-methods-for-deep-reinforcement-learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

computational-modelling

Code and website accompanying Farrell & Lewandowsky's (2017) book

ddpg

Reimplementing DDPG based on OpenAI Gym + Tensorflow

deep-neuroevolution

Deep Neuroevolution

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-papers-1

A list of papers and resources dedicated to deep reinforcement learning

deeplearningflappybird

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

deeplearningvideogames

deeprl-flappybird

Deep Reinforcement Learning for the Flappy Bird game using Keras/Theano.

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

dqn-atari-tensorflow

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

elcs

Educational Learning Classifier System (eLCS) - Implementation of a basic, generic Michigan-style LCS algorithm

flappybird-qlearning-bot

Flappy Bird Bot using Reinforcement Learning

flappybirdlearning

Use deep learning to auto play flappy bird

flappybirdrl

Flappy Bird hack using Reinforcement Learning

flcs

Automatically exported from code.google.com/p/flcs

lcs-snort

Automatically exported from code.google.com/p/lcs-snort

lesrclass

Automatically exported from code.google.com/p/lesrclass

licenta-lcs

Automatically exported from code.google.com/p/licenta-lcs

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

magenta

Magenta: Music and Art Generation with Machine Intelligence

mobula

A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python

multineat

Portable NeuroEvolution Library

my-git

Individual collecting material of learning git（有关 git 的学习资料）

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nndl

Another Chinese Translation of Neural Networks and Deep Learning

pyarm

A physics simulator which provides an anthropomorphic arm model for experiments on human like motor control.

pylcs

Python Learning Classifier Systems

pytorch-es

Evolution Strategies in PyTorch