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algorithms-sedgewick-wayne

Solutions to the exercises of the Algorithms book by Robert Sedgewick and Kevin Wayne

algs4

Algorithms, 4th edition textbook code and libraries

commnet

Neural network model, suitable for multi-agent learning. https://arxiv.org/abs/1605.07736

ddpg

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

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deepmind-atari-deep-q-learner-2player

Multiagent Cooperation and Competition with Deep Reinforcement Learning

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

elf

An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games

faster-rcnn_tf

Faster-RCNN in Tensorflow

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-gomoku

OpenAI Gym Env for game Gomoku(Five-In-a-Row, 五子棋, 五目並べ, omok, Gobang,...)

kittibox

A car detection model implemented in Tensorflow.

policy-gradient

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

psketch

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

tffrcnn

FastER RCNN built on tensorflow

video_to_sequence

Implementation of "Sequence to Sequence – Video to Text"