Pinned Repositories
async-rl
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
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.
blog
for code created as part of http://studywolf.wordpress.com
coursera-android-labs
Skeletons and Tests - Programming Mobile Applications for Android Handheld Systems
deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
deep-rl
Collection of Deep Reinforcement Learning algorithms
DQN
dqn-atari
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" Agent
DQN-Atari-Tensorflow
Simplest Version of playing Atari with Deep Q Learning in Tensorflow
shangxing2015's Repositories
shangxing2015/DQN
shangxing2015/deep-rl
Collection of Deep Reinforcement Learning algorithms
shangxing2015/async-rl
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
shangxing2015/async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
shangxing2015/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.
shangxing2015/blog
for code created as part of http://studywolf.wordpress.com
shangxing2015/coursera-android-labs
Skeletons and Tests - Programming Mobile Applications for Android Handheld Systems
shangxing2015/deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
shangxing2015/dqn-atari
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" Agent
shangxing2015/DQN-Atari-Tensorflow
Simplest Version of playing Atari with Deep Q Learning in Tensorflow
shangxing2015/mosquitto
Mosquitto
shangxing2015/Power_alloc_harvest
shangxing2015/reinforcejs
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
shangxing2015/ReinforcementLearning
shangxing2015/RL
shangxing2015/tensorflow
Computation using data flow graphs for scalable machine learning
shangxing2015/tensorflow-deepq
A deep Q learning demonstration using Google Tensorflow
shangxing2015/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
shangxing2015/TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction