ApricityZ

gitignore

A collection of useful .gitignore templates

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

PicGo

:rocket:A simple & beautiful tool for pictures uploading built by vue-cli-electron-builder

reinforcement-learning

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

TeachYourselfCS-CN

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

Learning-SICP

MIT视频公开课《计算机程序的构造和解释》中文化项目及课程学习资料搜集。

tianshou

An elegant PyTorch deep reinforcement learning library.

2022-Machine-Learning-Specialization

shareOI

算法竞赛课件分享

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

1806

18.06 course at MIT

cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

moonwalk

A fast & minimal Jekyll blog theme with clean dark mode

rl-collision-avoidance

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

gym-collision-avoidance

motion-planner-reinforcement-learning

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Tutorial4RL

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

Byzantine-Federated-RL

code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience

Multi_Robot_Distributional_RL_Navigation

[ICRA 2024] Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning

RoadnetSZ

Python-RVO2

Optimal Reciprocal Collision Avoidance, Python bindings