zencoding

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

awesome-rl

Reinforcement learning resources curated

BrainCore

The iOS and OS X neural network framework

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deep-rl

Collection of Deep Reinforcement Learning algorithms

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deep_q

Deep reinforcement learning with TensorFlow

deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

DeepRL-InformationExtraction

Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954

densecap

Dense image captioning in Torch

dist-dqn

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Fido

A lightweight C++ machine learning library for embedded electronics and robotics.

generative-adversial

image generation via GANs

h-DQN

Reproduction of Kulkarni et al. (2016) in Python

InfoGAN

lab

A customisable 3D platform for agent-based AI research

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

openai-cartpole

random search, hill climbing, policy gradient

pytorch-residual-networks

This is a pytorch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.

rank-ordered-autoencoder

Rank Ordered Autoencoder implementation as described in https://arxiv.org/abs/1605.01749

readcv

READCV - Computer Vision Reading Group

retrieval-2016-deepvision

Faster R-CNN features for Instance Search

stnbhwd

Modules for spatial transformer networks (BHWD layout)

stock_market_reinforcement_learning

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

TensorGraph

The missing package of TensorFlow

torchnet

Torch on steroids

wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.