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a-deep-reinforcement-learning-network-for-traffic-light-cycle-control

A Deep Reinforcement Learning Network for Traffic Light Cycle Control

acad-homepage.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

adaptive-tls

Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

causallib

A Python package for modular causal inference analysis and model evaluations

chatgpt_academic

科研工作专用ChatGPT/GLM拓展，特别优化学术Paper润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，新增Python和C++项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持gpt-3.5/gpt-4/chatglm

chatpaper

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

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

code-for-learning

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deep-forest

An implementation of Deep Forest 2021.2.1.

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 the traffic efficiency.

deep-rl

Deep Learning (FS 2020)

deep-rl-tsc

Distributed Deep Reinforcement Learning Traffic Signal Control

deeplearning

deeplearning.ai-note

网易云课堂终于官方发布了吴恩达经过授权的汉化课程-“”深度学习专项课程“”，这是自己做的一些笔记以及代码。下为网易云学习链接

deeprl_network

multi-agent deep reinforcement learning for networked system control.

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

dqn_vsl_controller

This is a research project aiming at introducing Deep-Q-Learning methonds to help improve variable speed limitation management in traffic control system.

driving-irl-ngsim

[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning

drl

Deep Reinforcement Learning

easy-rl

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

graph_convolutional_lstm

Traffic Graph Convolutional Recurrent Neural Network

highway-env

A minimalist environment for decision-making in autonomous driving

intellectual-variable-speed-limit-controller

A backup file for my 2020 TRBAM poster paper submission.

intelligent-self-driving-car

High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Learning algorithm

intelligent_traffic_lights

Traffic Lights Control with Deep Learning

intellilight

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control

its_vsl_rl

VSL control RL approach

lisong.github.io