rl-dlmu Goto Github PK

advanced_xlight

Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".

ai-optimizer

The next generation deep reinforcement learning tookit

ai_lib

awesome-federated-learning

Federated Learning Library: https://fedml.ai

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

cil-ddqn

code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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55个国家的300所大学用于教学。

data-structure

《数据结构》-严蔚敏.吴伟民-教材源码与习题解析

deep-qlearning-agent-for-traffic-signal-control

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

di-engine

OpenDILab Decision AI Engine

dtlight

Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

federated-learning

Overview of Federal Learning

federated-learning-faq

federated-learning-public-code

federated-mutual-learning

gnsd-light

gossiper-media-model

code of paper "Opinion Evolution Dynamics in Multiagent Reinforcement Learning based Gossiper-Media Model"

hands-on-ml

https://hml.boyuai.com

hands-on-rl

https://hrl.boyuai.com/

intelligentuavchampionshipsimulator

This the the repo containing all stages of the drone competition, including circle crossing, auto flight and FPV racing.

libsignal

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine_learning-2

西瓜书，sklearn源码，李航统计学，机器学习实战

mlbc-dqn

code for paper 《Advertising Impression Resource Allocation Strategy with Multilevel Budget Constraint DQN in Real-Time Bidding》

mynotes

notes

paper-writing-tips

Paper Writing Tips