AttendLight: Universal Attention-Based Reinforcement Learning Model for
Traffic Signal Control

AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control

12 October 2020

Afshin Oroojlooy

Davood Hajinezhad

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Papers citing "AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control"

11 / 11 papers shown

Title
FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities Mingyuan Li Jiahao Wang Bo Du Jun Shen Qiang Wu 126 1 0 28 Jan 2025
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Rohit Bokade Xiaoning Jin OffRL 198 0 0 10 Nov 2024
From Single Agent to Multi-Agent: Improving Traffic Signal Control Maksim Tislenko Dmitrii Kisilev 48 0 0 19 Jun 2024
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback Junfan Lin Yuying Zhu Lingbo Liu Yang Liu Guanbin Li Liang Lin 64 12 0 13 Jun 2023
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control Dimitris M. Vlachogiannis Hua Wei S. Moura Jane Macfarlane 85 8 0 05 Apr 2023
DataLight: Offline Data-Driven Traffic Signal Control Li Zhang Yutong Zhang J. Deng Chen Li OffRL 65 0 0 20 Mar 2023
LibSignal: An Open Library for Traffic Signal Control Hao Mei Xiaoliang Lei Longchao Da Bin Shi Hua Wei AI4TS 75 24 0 19 Nov 2022
Modeling Human Behavior Part II -- Cognitive approaches and Uncertainty Andrew Fuchs A. Passarella M. Conti 75 4 0 13 May 2022
DynLight: Realize dynamic phase duration with multi-level traffic signal control Li Zhang Shubin Xie J. Deng 69 0 0 07 Apr 2022
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control Liang Zhang Qiang Wu Jun Shen Linyuan Lu Bo Du Jianqing Wu 94 36 0 19 Dec 2021
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control Xingshuai Huang Di Wu M. Jenkin Benoit Boulet 67 15 0 15 Nov 2021