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yichen's Projects

d3rlpy icon d3rlpy

An offline deep reinforcement learning library

deephash-pytorch icon deephash-pytorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeprl-pytorch icon deeprl-pytorch

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

dl_rl_zoo icon dl_rl_zoo

Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".

gym-uav icon gym-uav

A uav navigation simulator in large-scale complex environments

lwh icon lwh

Learning with Helper

pybullet-gym icon pybullet-gym

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

pythonpark icon pythonpark

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reinforcement-learning icon reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

td3 icon td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

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