layne-wang Goto Github PK

a-introduction-to-reinforcement-learning

store the programming exercises in this book organized by chapter

a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

activityrecognition

Information about activity recognition

ai00

awesome-deep-rl

This project is for learning and researching on DRL. This area is so hot that everyday we can see new ideas happen. I would like to give an explicit landscape for deep rl, one reason is for better understanding existed methods and theoretical results, the other is to seek potential developments based on these findings. Any suggestion/improvement is welcomed.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

big_data_resources

:boom:大数据/数据挖掘/推荐系统/机器学习相关资源

brew

🍺 The missing package manager for macOS

cpo

Constrained Policy Optimization

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_reinforcement_learning

Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc

deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

deeplearning_demo

some demo

deeploco

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

digits

Deep Learning GPU Training System

dqn

Lua/Torch implementation of DQN (Nature, 2015)

effectivetensorflow

TensorFlow tutorials and best practices.

elf

An End-To-End, Lightweight and Flexible Platform for Game Research

faster-rcnn_tf

Faster-RCNN in Tensorflow

free-tensorflow

Tensorflow 免费中文视频教程，开源代码，免费书籍.

git-demo

demo for the usage of github

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

gym

A toolkit for developing and comparing reinforcement learning algorithms.

homework

Assignments for CS294-112.

hyperdl-tutorial

深度学习教程整理 | 干货

imitation

Contains an implementation of "Trust Region Policy Optimization" (TRPO)