UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic
Signal Control

UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control

8 December 2023

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Papers citing "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control"

13 / 13 papers shown

Title
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs Kang Wang Zhishu Shen Zhen Lei Tiehua Zhang 145 1 0 17 Apr 2024
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 69 15 0 26 Oct 2022
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System Haoran Su Yaofeng Desmond Zhong Joseph Y. J. Chow Biswadip Dey Li Jin 79 39 0 27 Jun 2022
CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles using Deep Reinforcement Learning Jiaying Guo Long Cheng Shen Wang 69 38 0 31 Jan 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 502 10,526 0 17 Jun 2021
Generalization in Reinforcement Learning by Soft Data Augmentation Nicklas Hansen Xiaolong Wang OffRL 108 174 0 26 Nov 2020
Reinforcement Learning with Augmented Data Michael Laskin Kimin Lee Adam Stooke Lerrel Pinto Pieter Abbeel A. Srinivas OffRL 112 660 0 30 Apr 2020
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels Ilya Kostrikov Denis Yarats Rob Fergus OffRL 118 793 0 28 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 398 1,988 0 11 Apr 2020
Learning Phase Competition for Traffic Signal Control Guanjie Zheng Yuanhao Xiong Xinshi Zang J. Feng Hua Wei Huichu Zhang Yong Li Kai Xu Z. Li 70 228 0 12 May 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 55 672 0 11 Mar 2019
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 65 413 0 29 Mar 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 553 19,296 0 20 Jul 2017