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keras-rl

Deep Reinforcement Learning for Keras.

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

modular_rl

Implementation of TRPO and related algorithms

naf-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

nn_dynamics

openpilot

open source driving agent

phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pilco-matlab

PILCO policy search framework (Matlab version)

pyadvancedcontrol

Python codes for advanced control

pytorch-a3c-mujoco

Implement A3C for Mujoco gym envs

pytorch-dppo

Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286

realai.org

reinforce

Simple reinforcement learning in Python.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

relaax

Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications

rl_torcs

Reinforcement learning with docker and torcs

rlpy

RLPy Reinforcement Learning Framework

roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

ros-academy-for-beginners

**大学MOOC《机器人操作系统入门》课程代码示例

self-driving-car-sim

A self-driving car simulator built with Unity

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-train

tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

tensorpack

Neural Network Toolbox on TensorFlow

tutorials

机器学习相关教程