nkcr7,Kun Ni,github

60_days_rl_challenge

Learn Deep Reinforcement Learning in Depth in 60 days

adversarialnetspapers

The classical papers and codes about generative adversarial nets

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

algorithms-exercise

exercises for Alogorithms (Fourth Edition)

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alpha-zero-gomoku

A Multi-threaded Implementation of AlphaZero

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

aoapc-bac2nd

Source codes for book <<<BeginningAlgorithmContests>> Second edition

ape-x

This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"

apollo

An open autonomous driving platform

apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow

beginning-algorithm-contests

Exercise in Beginning Algorithm Contests

behaviortree.cpp

Behavior Trees Library in C++. Batteries included.

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

coach

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

cpprobotics

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

ddpg

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

deep-learning-frameworks

Playground for deep learning frameworks

deep-tutorials

A collection of tutorials from Deep Learning conferences.

deeplearningbook

MIT Deep Learning Book in PDF format

deeprl

Highly modularized implementation of popular deep RL algorithms in PyTorch

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprlhacks

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

distracted-driver-detection

Kaggle competition: State Farm Distracted Driver Detection

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

drake

A planning, control, and analysis toolbox for nonlinear dynamical systems. More info at

effectivetensorflow

TensorFlow tutorials and best practices.

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