Pinned Repositories
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
flcs
Automatically exported from code.google.com/p/flcs
lesrclass
Automatically exported from code.google.com/p/lesrclass
licenta-lcs
Automatically exported from code.google.com/p/licenta-lcs
ttt-ai
Automatically exported from code.google.com/p/ttt-ai
zxzang's Repositories
zxzang/computational-modelling
Code and website accompanying Farrell & Lewandowsky's (2017) book
zxzang/DDPG
Reimplementing DDPG based on OpenAI Gym + Tensorflow
zxzang/deep-neuroevolution
Deep Neuroevolution
zxzang/DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
zxzang/DeepRL-FlappyBird
Deep Reinforcement Learning for the Flappy Bird game using Keras/Theano.
zxzang/DeepTerrainRL
terrain-adaptive locomotion skills using deep reinforcement learning
zxzang/DRL-FlappyBird
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
zxzang/eLCS
Educational Learning Classifier System (eLCS) - Implementation of a basic, generic Michigan-style LCS algorithm
zxzang/flappybird-qlearning-bot
Flappy Bird Bot using Reinforcement Learning
zxzang/FlappyBirdLearning
Use deep learning to auto play flappy bird
zxzang/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
zxzang/magenta
Magenta: Music and Art Generation with Machine Intelligence
zxzang/mobula
A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python
zxzang/MultiNEAT
Portable NeuroEvolution Library
zxzang/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
zxzang/nndl
Another Chinese Translation of Neural Networks and Deep Learning
zxzang/pyarm
A physics simulator which provides an anthropomorphic arm model for experiments on human like motor control.
zxzang/pytorch-es
Evolution Strategies in PyTorch
zxzang/PyTorch-NEAT
zxzang/PyTorch-Tutorial
Build your neural network easy and fast
zxzang/pytorch-tutorial-1
PyTorch Tutorial for Deep Learning Researchers
zxzang/PyTorch_Primer
An introductory tutorial for PyTorch
zxzang/PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
zxzang/recurrent-entity-networks
An implementation of "Tracking the World State with Recurrent Entity Networks".
zxzang/Safe_mutations
zxzang/safemutations
safemutations
zxzang/translations
:panda_face: Chinese translations for classic IT resources
zxzang/xcs
Accuracy-based Learning Classifier Systems (XCS)
zxzang/xcsf
XCSF learning classifier system (evolved hyperrectangle, MLP neural network, GP-tree, or DGP-graph conditions, and least squares or backpropagation neural network predictions) for function approximation/regression.
zxzang/XSCF
A C++ implementation of the XCSF learning classifiers