Using Reinforcement Learning with Partial Vehicle Detection for
Intelligent Traffic Signal Control

Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control

4 July 2018

Benjamin Striner

Ozan Tonguz

Papers citing "Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control"

10 / 10 papers shown

Title
Large-Scale Mixed-Traffic and Intersection Control using Multi-agent Reinforcement Learning Songyang Liu Muyang Fan W. Li Jing Du Shuai Li 33 0 0 07 Apr 2025
Deep Reinforcement Learning for the Joint Control of Traffic Light Signaling and Vehicle Speed Advice Johannes V. S. Busch Robert Voelckner Peter Sossalla Christian L. Vielhaus Roberto Calandra F. Fitzek 24 0 0 18 Sep 2023
Improving the generalizability and robustness of large-scale traffic signal control Tianyu Shi François-Xavier Devailly Denis Larocque Laurent Charlin OOD OffRL 19 9 0 02 Jun 2023
Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized Intersections Dawei Wang Weizi Li Lei Zhu Jia-Yu Pan 40 15 0 12 Jan 2023
Reinforcement learning for traffic signal control in hybrid action space Haoqing Luo Sheng Jin 32 7 0 23 Nov 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 35 14 0 26 Oct 2022
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection Romain Ducrocq N. Farhi 26 15 0 29 Sep 2021
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles Zhaobin Mo Wangzhi Li Yongjie Fu Kangrui Ruan Xuan Di 16 40 0 21 Apr 2021
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Zhenning Li Hao Yu Guohui Zhang Shangjia Dong Cheng-Zhong Xu 21 108 0 20 Apr 2021
Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control Rusheng Zhang Xinze Zhou Ozan K. Tonguz 16 1 0 19 Feb 2020