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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-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-for-self-driving-cars

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

remus-control-framework-public

reward-learning-rl

[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rlcode

rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

robot-rl-cscie89

robot_controllers

Robot control infrastructure

robotarmprojects

A robot arm simulator project using Open Dynamics Engine (ODE)

rss-2020-learning-memory-based-control

Code for recreating the results of our RSS 2020 paper, 'Learning Memory-Based Control for Human-Scale Bipedal Locomotion.'

sac-tensorflow

self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

simbenchmark

Physics engine benchmark for robotics applications: RaiSim vs Bullet vs ODE vs MuJoCo vs DartSim

soft-actor-critic.pytorch

A PyTorch implementation of Soft Actor-Critic(SAC).

stanforddoggoproject

stock

stock，股票系统。使用python进行开发。

stock-market-forecasting

stockprediction

Data and code of my Medium story on stock prediction with TensorFlow

stocks_rnn

Stock price prediction with LSTMs in TensorFlow

td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

td3-1

Implementation of the TD3 algorithm written in Pytorch

td3-pytorch-bipedalwalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-object-detection-api-tutorial-train-multiple-objects-windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥