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AUTHOR = "Shabestary, S.M.A. and Abdulhai, B.",
TITLE = "Adaptive Traffic Signal Control With Deep Reinforcement Learning and
High Dimensional Sensory Inputs:
Case Study and Comprehensive Sensitivity Analyses",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20021-20035",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189502"}
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AUTHOR = "Yuan, J.L. and Wu, C.Z. and Teo, K.L. and Zhao, S. and Meng, L.X.",
TITLE = "Perimeter Control With State-Dependent Delays:
Optimal Control Model and Computational Method",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20614-20627",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189503"}
@article{bb194102,
AUTHOR = "Zhang, C.W. and Tian, Y. and Zhang, Z.B. and Xue, W.L. and Xie, X.F. and Yang, T. and Ge, X. and Chen, R.",
TITLE = "Neighborhood Cooperative Multiagent Reinforcement Learning for
Adaptive Traffic Signal Control in Epidemic Regions",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "25157-25168",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189504"}
@article{bb194103,
AUTHOR = "Liu, W.T. and Zhang, C.W. and Fang, W.Q. and Zhou, K.L. and Li, Y.H. and Zhan, F. and Wang, Q. and Xue, W.L. and Chen, R.",
TITLE = "Vehicle-Level Fairness-Oriented Constrained Multi-Agent Reinforcement
Learning for Adaptive Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "4878-4890",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189505"}
@article{bb194104,
AUTHOR = "Pham, V.H. and Sakurama, K. and Mou, S.S. and Ahn, H.S.",
TITLE = "Distributed Control for an Urban Traffic Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "22937-22953",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189506"}
@article{bb194105,
AUTHOR = "Grumert, E.F. and Pereira, I.",
TITLE = "Heads-Up Green in Connected Traffic Signals",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23334-23345",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189507"}
@article{bb194106,
AUTHOR = "Li, W. and Wang, B. and Khattak, Z.H. and Deng, X.Y.",
TITLE = "Network-Level Traffic Signal Cooperation:
A Higher-Order Conflict Graph Approach",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "990-999",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189508"}
@article{bb194107,
AUTHOR = "Zhang, W.B. and Yan, C. and Li, X.F. and Fang, L.L. and Wu, Y.J. and Li, J.",
TITLE = "Distributed Signal Control of Arterial Corridors Using Multi-Agent
Deep Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "178-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189509"}
@article{bb194108,
AUTHOR = "Wang, H. and Zhu, M. and Hong, W. and Wang, C. and Li, W. and Tao, G. and Wang, Y.H.",
TITLE = "Network-Wide Traffic Signal Control Using Bilinear System Modeling
and Adaptive Optimization",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "79-91",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189510"}
@article{bb194109,
AUTHOR = "Li, T. and Wang, N. and Jiang, B. and Zhang, M.",
TITLE = "A Bi-Objective Lane Reservation Problem Considering Dynamic Traffic
Flow",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "367-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189511"}
@article{bb194110,
AUTHOR = "Zheng, L. and Feng, M. and Yang, X.(. and Xue, X.F.",
TITLE = "Stochastic simulation-based optimization method for arterial traffic
signal coordination with equity and efficiency consideration",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "2",
PAGES = "373-385",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189512"}
@article{bb194111,
AUTHOR = "Xu, D.W. and Li, C.B. and Wang, D. and Gao, G.Y.",
TITLE = "Robustness Analysis of Discrete State-Based Reinforcement Learning
Models in Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1727-1738",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189513"}
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AUTHOR = "Huang, L. and Qu, X.H.",
TITLE = "Improving traffic signal control operations using proximal policy
optimization",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "3",
PAGES = "588-601",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189514"}
@article{bb194113,
AUTHOR = "Mao, F. and Li, Z.H. and Lin, Y.L. and Li, L.",
TITLE = "Mastering Arterial Traffic Signal Control With Multi-Agent
Attention-Based Soft Actor-Critic Model",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3129-3144",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189515"}
@article{bb194114,
AUTHOR = "Wang, L.Z. and Ma, Z.L. and Dong, C.Y. and Wang, H.",
TITLE = "Human-centric multimodal deep (HMD) traffic signal control",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "4",
PAGES = "744-753",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189516"}
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AUTHOR = "Zhang, N. and Yang, X.G. and Guo, H.F. and Dong, H.Z. and Ma, W.J.",
TITLE = "Approximate Inference of Traffic Flow State at Signalized
Intersections Using a Bayesian Learning Framework",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "4765-4776",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189517"}
@article{bb194116,
AUTHOR = "Behbahani, H. and Poorjafari, M.",
TITLE = "Proposing a kinematic wave-based adaptive transit signal priority
control using genetic algorithm",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "5",
PAGES = "912-928",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189518"}
@article{bb194117,
AUTHOR = "Nguyen, C.H.P. and Hoang, N.H. and Vu, H.L.",
TITLE = "A Joint Trajectory Planning and Signal Control Framework for a
Network of Connected and Autonomous Vehicles",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5052-5068",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189519"}
@article{bb194118,
AUTHOR = "Bhattacharyya, K. and Laharotte, P.A. and Burianne, A. and Faouzi, N.E.E.",
TITLE = "Assessing Connected Vehicle's Response to Green Light Optimal Speed
Advisory From Field Operational Test and Scaling Up",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "6725-6736",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189520"}
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AUTHOR = "Jiang, X.C. and Shang, Q.P.",
TITLE = "A Dynamic CAV-Dedicated Lane Allocation Method With the Joint
Optimization of Signal Timing Parameters and Smooth Trajectory in a
Mixed Traffic Environment",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "6436-6449",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189521"}
@article{bb194120,
AUTHOR = "Das, S. and Mustavee, S. and Agarwal, S. and Hasan, S.",
TITLE = "Koopman-Theoretic Modeling of Quasiperiodically Driven Systems:
Example of Signalized Traffic Corridor",
JOURNAL = SMCS,
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YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "4466-4476",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189522"}
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AUTHOR = "Wu, J. and Ran, Y.C. and Lou, Y. and Shu, L.Z.",
TITLE = "CenLight: Centralized traffic grid signal optimization via action and
state decomposition",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "6",
PAGES = "1247-1261",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189523"}
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AUTHOR = "Xu, K.J. and Huang, J.Q. and Kong, L. and Yu, J. and Chen, G.",
TITLE = "PV-TSC: Learning to Control Traffic Signals for Pedestrian and
Vehicle Traffic in 6G Era",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "7552-7563",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189524"}
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AUTHOR = "Gouran, P. and Nadimi Shahraki, M.H. and Rahmani, A.M. and Mirjalili, S.",
TITLE = "An Effective Imputation Method Using Data Enrichment for Missing Data
of Loop Detectors in Intelligent Traffic Control Systems",
JOURNAL = RS,
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YEAR = "2023",
NUMBER = "13",
PAGES = "3374",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189525"}
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AUTHOR = "Wang, Z.W. and Yang, K.K. and Li, L. and Lu, Y.R. and Tao, Y.F.",
TITLE = "Traffic signal priority control based on shared experience
multi-agent deep reinforcement learning",
JOURNAL = IET-ITS,
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YEAR = "2023",
NUMBER = "7",
PAGES = "1363-1379",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189526"}
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AUTHOR = "Pham, V.H. and Ahn, H.S.",
TITLE = "Distributed Stochastic MPC Traffic Signal Control for Urban Networks",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8079-8096",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189527"}
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AUTHOR = "Lin, H.F. and Han, Y. and Cai, W.W. and Jin, B.",
TITLE = "Traffic Signal Optimization Based on Fuzzy Control and Differential
Evolution Algorithm",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8555-8566",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189528"}
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AUTHOR = "Hu, W.X. and Ishihara, H. and Chen, C.H. and Shalaby, A. and Abdulhai, B.",
TITLE = "Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm
for Optimizing Headway Adherence and Speed",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "7920-7931",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189529"}
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AUTHOR = "Liu, M. and Zhuang, X.L. and Wu, C.X. and Ma, G.J.",
TITLE = "Pedestrian reported activity and information preference while waiting
at a red light",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "8",
PAGES = "1588-1598",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189530"}
@article{bb194129,
AUTHOR = "Guo, J.Y. and Cheng, L. and Wang, S.",
TITLE = "CoTV: Cooperative Control for Traffic Light Signals and Connected
Autonomous Vehicles Using Deep Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "10501-10512",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189531"}
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AUTHOR = "Dai, R.J. and Ding, C. and Wu, X. and Yu, B. and Lu, G.Q.",
TITLE = "Coupling Control of Traffic Signal and Entry Lane at Isolated
Intersections Under the Mixed-Autonomy Traffic Environment",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "10628-10642",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189532"}
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AUTHOR = "Zhang, S.Y. and Zhang, Q.W. and Chen, F. and Wu, J. and Jiao, J.H. and Wang, L.",
TITLE = "A VT-HMM-Based Framework for Countdown Timer Traffic Light State
Estimation",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "9449-9461",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189533"}
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AUTHOR = "Yang, Z. and Zhang, R. and Pandey, G. and Masoud, N. and Liu, H.X.",
TITLE = "A Hierarchical Vehicle Behavior Prediction Framework With Traffic
Signals and Interactive Agents",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11066-11079",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189534"}
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AUTHOR = "Hu, T.F. and Hu, Z.Q. and Lu, Z.M. and Wen, X.M.",
TITLE = "Dynamic traffic signal control using mean field multi-agent
reinforcement learning in large scale road-networks",
JOURNAL = IET-ITS,
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YEAR = "2023",
NUMBER = "9",
PAGES = "1715-1728",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189535"}
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AUTHOR = "Huang, H. and Hu, Z.Q. and Wang, Y.T. and Lu, Z.M. and Wen, X.M.",
TITLE = "Intersec2vec-TSC: Intersection Representation Learning for
Large-Scale Traffic Signal Control",
JOURNAL = ITS,
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YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "7044-7056",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189536"}
@article{bb194135,
AUTHOR = "An, C.C. and He, Y. and Sun, L. and Wang, W.F. and Xia, J.X.",
TITLE = "Characterizing the Uncertainty of Link Progression Speed Using
Low-Frequency Probe Vehicle Data",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "11812-11822",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189537"}
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AUTHOR = "Peng, J.H. and Zhang, F.Q. and Coskun, S. and Hu, X.S. and Yang, Y.L. and Langari, R. and He, J.S.",
TITLE = "Hierarchical Optimization of Speed Planning and Energy Management for
Connected Hybrid Electric Vehicles Under Multi-Lane and Signal Lights
Aware Scenarios",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14174-14188",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189538"}
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AUTHOR = "Li, F. and Yao, J.R. and Li, B.L. and Zhang, R.H. and Qiu, Z.J.",
TITLE = "SPSRec: An Efficient Signal Phase Recommendation for Signalized
Intersections With GAN and Decision-Tree Model",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15601-15612",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189539"}
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AUTHOR = "Koch, L. and Brinkmann, T. and Wegener, M. and Badalian, K. and Andert, J.",
TITLE = "Adaptive Traffic Light Control With Deep Reinforcement Learning:
An Evaluation of Traffic Flow and Energy Consumption",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15066-15076",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189540"}
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AUTHOR = "Lin, Z.J. and Gao, K. and Wu, N.Q. and Suganthan, P.N.",
TITLE = "Scheduling Eight-Phase Urban Traffic Light Problems via Ensemble
Meta-Heuristics and Q-Learning Based Local Search",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14415-14426",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189541"}
@article{bb194140,
AUTHOR = "Lin, W.Y. and Song, Y.Z. and Ruan, B.K. and Shuai, H.H. and Shen, C.Y. and Wang, L.C. and Li, Y.H.",
TITLE = "Temporal Difference-Aware Graph Convolutional Reinforcement Learning
for Multi-Intersection Traffic Signal Control",
JOURNAL = ITS,
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NUMBER = "1",
MONTH = "January",
PAGES = "327-337",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189542"}
@article{bb194141,
AUTHOR = "Ma, J.M. and Wu, F.",
TITLE = "Learning to Coordinate Traffic Signals With Adaptive Network
Partition",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
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MONTH = "January",
PAGES = "263-274",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189543"}
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AUTHOR = "Sun, Z.Y. and Wang, Z.C. and Qi, X. and Wang, D. and Li, Y. and Lu, H.",
TITLE = "A two-stage robust optimal traffic signal control with reversible
lane for isolated intersections",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189544"}
@article{bb194143,
AUTHOR = "Luo, H.Q. and Bie, Y.M. and Jin, S.",
TITLE = "Reinforcement Learning for Traffic Signal Control in Hybrid Action
Space",
JOURNAL = ITS,
VOLUME = "25",
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NUMBER = "6",
MONTH = "June",
PAGES = "5225-5241",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189545"}
@article{bb194144,
AUTHOR = "Keblawi, M. and Toledo, T.",
TITLE = "Automatic Design of Optimal Actuated Traffic Signal Plans With Active
Transit Priority",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "5767-5779",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189546"}
@article{bb194145,
AUTHOR = "Li, Y.R. and Peng, L.Q.",
TITLE = "Elevating adaptive traffic signal control in semi-autonomous traffic
dynamics by using connected and automated vehicles as probes",
JOURNAL = IET-ITS,
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YEAR = "2024",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189547"}
@article{bb194146,
AUTHOR = "Behbahani, H. and Poorjafari, M.",
TITLE = "Passenger-based adaptive transit signal priority for BRT systems with
multiple loading areas",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189548"}
@article{bb194147,
AUTHOR = "Huang, S. and Sun, D. and Zhao, M.",
TITLE = "Distributed MPC-Based Hierarchical Cooperative Control for Mixed
Vehicle Groups With T-CPS in the Vicinity of Traffic Signal Light",
JOURNAL = ITS,
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NUMBER = "7",
MONTH = "July",
PAGES = "8003-8016",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189549"}
@article{bb194148,
AUTHOR = "Merbah, A. and Ben Othman, J.",
TITLE = "Optimizing Traffic Flow With Reinforcement Learning: A Study on
Traffic Light Management",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "7467-7476",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189550"}
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AUTHOR = "Genser, A. and Makridis, M.A. and Yang, K.D. and Ambuhl, L. and Menendez, M. and Kouvelas, A.",
TITLE = "Time-to-Green Predictions for Fully-Actuated Signal Control Systems
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NUMBER = "7",
MONTH = "July",
PAGES = "7417-7430",
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@article{bb194150,
AUTHOR = "Tan, C.P. and Cao, Y.M. and Ban, X.G. and Tang, K.S.",
TITLE = "Connected Vehicle Data-Driven Fixed-Time Traffic Signal Control
Considering Cyclic Time-Dependent Vehicle Arrivals Based on
Cumulative Flow Diagram",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "8881-8897",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189552"}
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AUTHOR = "Hu, T.Y. and Li, Z.Y.",
TITLE = "A multi-agent deep reinforcement learning approach for traffic signal
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JOURNAL = IET-ITS,
VOLUME = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189553"}
@article{bb194152,
AUTHOR = "Zhang, K. and Xu, H.F. and Pan, B.F. and Zheng, Q.M.",
TITLE = "Explicit coordinated signal control using soft actor-critic for cycle
length determination",
JOURNAL = IET-ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189554"}
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AUTHOR = "Chen, Y.H.",
TITLE = "Adaptive Signal Control for Multimodal Traffic: Concurrently Offering
Multi-Path Progression and Transit-Friendly Signal in Real-Time",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "10967-10982",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189555"}
@article{bb194154,
AUTHOR = "Jiang, H.Y. and Li, Z.Y. and Li, Z.S. and Bai, L. and Mao, H. and Ketter, W. and Zhao, R.",
TITLE = "A General Scenario-Agnostic Reinforcement Learning for Traffic Signal
Control",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "11330-11344",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189556"}
@article{bb194155,
AUTHOR = "Bin Al Islam, S.M.A. and Hajbabaie, A.",
TITLE = "Joint Signal Timing and Trajectory Control With Uncertainty in
Connected Automated Vehicle Dynamics",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "12631-12643",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189557"}
@article{bb194156,
AUTHOR = "Lee, S. and Eom, M. and Kim, B.I.",
TITLE = "Two-stage algorithm for traffic signal optimization and web-service
system development",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "9",
PAGES = "1697-1715",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189558"}
@article{bb194157,
AUTHOR = "Lin, Z.J. and Gao, K. and Wu, N.Q. and Suganthan, P.N.",
TITLE = "Problem-Specific Knowledge Based Multi-Objective Meta-Heuristics
Combined Q-Learning for Scheduling Urban Traffic Lights With Carbon
Emissions",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "15053-15064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189559"}
@article{bb194158,
AUTHOR = "Fan, R.C. and Lu, J. and Wang, D.Z.W. and Zhang, F.",
TITLE = "Adaptive Speed Optimization Strategy at Signalized Intersections
Based on the Penetration Rate of Connected Automated Vehicles",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "13122-13135",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189560"}
@article{bb194159,
AUTHOR = "Yang, T.J. and Fan, W.",
TITLE = "Enhancing Robustness of Deep Reinforcement Learning Based Adaptive
Traffic Signal Controllers in Mixed Traffic Environments Through Data
Fusion and Multi-Discrete Actions",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14196-14208",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189561"}
@article{bb194160,
AUTHOR = "Zhu, H. and Sun, F. and Tang, K. and Han, T.Y. and Xiang, J.P.",
TITLE = "A Coordination Graph Based Framework for Network Traffic Signal
Control",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14298-14312",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189562"}
@article{bb194161,
AUTHOR = "Zhou, W.K. and Wang, Y. and Liu, M. and Liu, T.H. and Zhang, P.F. and Ma, Z.L.",
TITLE = "Traffic Signal Phase and Timing Estimation Using Trajectory Data From
Radar Vision Integrated Camera",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18279-18291",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189563"}
@article{bb194162,
AUTHOR = "Wan, L.J. and Yu, C.H. and Lo, H.K.",
TITLE = "Traffic Signal Coordination Under Stochastic Demands and Turning
Ratios Considering Spatial-Temporal Dependencies",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18236-18251",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189564"}
@article{bb194163,
AUTHOR = "Jiang, Q.Z. and Qin, M. and Zhang, H.Y. and Zhang, X.Y. and Sun, W.W.",
TITLE = "BlindLight: High Robustness Reinforcement Learning Method to Solve
Partially Blinded Traffic Signal Control Problem",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "16625-16641",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189565"}
@article{bb194164,
AUTHOR = "Chen, W. and Yang, S. and Li, W.B. and Hu, Y.J. and Liu, X. and Gao, Y.",
TITLE = "Learning Multi-Intersection Traffic Signal Control via Coevolutionary
Multi-Agent Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "15947-15963",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189566"}
@article{bb194165,
AUTHOR = "Hu, Y. and Rey, D. and Mohajerpoor, R. and Saberi, M.",
TITLE = "Optimizing traffic signal control for continuous-flow intersections:
Benchmarking against a state-of-practice model",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "11",
PAGES = "2152-2165",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189567"}
@article{bb194166,
AUTHOR = "Liaquat, M. and Vosough, S. and Roncoli, C. and Charalambous, T.",
TITLE = "Assessing the performance of a hybrid max-weight traffic signal
control algorithm in the presence of noisy queue information: An
evaluation of the environmental impacts",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "11",
PAGES = "2255-2272",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189568"}
@article{bb194167,
AUTHOR = "Sun, Z.Y. and Wang, Z.C. and Wang, T.S. and Wang, D. and Lu, H. and Chen, Y.Y.",
TITLE = "How to reduce the influence of special vehicles on traffic flow? A
Dogit-ABM approach",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "11",
PAGES = "1981-1998",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189569"}
@article{bb194168,
AUTHOR = "Li, S. and Zhang, J.F. and Tian, Y.P.",
TITLE = "Fault Detection for Switched Positive Systems With Application to
Traffic Signal Systems",
JOURNAL = SMCS,
VOLUME = "54",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6162-6175",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189570"}
@article{bb194169,
AUTHOR = "Wang, W.Y. and Zhang, H.P. and Qiao, T. and Ma, J.M. and Jin, J.H. and Li, Z.B. and Wu, W.W. and Jiang, Y.C.",
TITLE = "Real-Time Network-Level Traffic Signal Control: An Explicit
Multiagent Coordination Method",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "19688-19698",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189571"}
@article{bb194170,
AUTHOR = "Wang, X.Y. and Taitler, A. and Smirnov, I. and Sanner, S. and Abdulhai, B.",
TITLE = "eMARLIN+: Addressing Partial Observability to Promote Traffic Signal
Coordination by Leveraging Historical Information",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "21380-21392",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189572"}
@article{bb194171,
AUTHOR = "Zhu, Y.F. and Lv, Y.S. and Lin, S. and Xu, J.",
TITLE = "A Stochastic Traffic Flow Model-Based Reinforcement Learning
Framework For Advanced Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "714-723",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189573"}
@article{bb194172,
AUTHOR = "Fan, S.Y. and Lu, K. and Wang, Y.H. and Tian, X. and Zhang, M.X.",
TITLE = "Action Masking-Based Proximal Policy Optimization With the Dual-Ring
Phase Structure for Adaptive Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "2422-2433",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189574"}
@article{bb194173,
AUTHOR = "Zhu, H. and Feng, J. and Sun, F. and Tang, K. and Zang, D. and Kang, Q.",
TITLE = "Sharing Control Knowledge Among Heterogeneous Intersections: A
Distributed Arterial Traffic Signal Coordination Method Using
Multi-Agent Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "2760-2776",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189575"}
@article{bb194174,
AUTHOR = "Movahedi, M. and Choi, J.",
TITLE = "The Crossroads of LLM and Traffic Control: A Study on Large Language
Models in Adaptive Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1701-1716",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189576"}
@article{bb194175,
AUTHOR = "Long, M. and Chung, E.",
TITLE = "Multi-Agent Reinforcement Learning for Cooperative Transit Signal
Priority to Promote Headway Adherence",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3588-3602",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189577"}
@article{bb194176,
AUTHOR = "Yoon, J. and Ahn, K. and Lee, K. and Park, J. and Yeo, H.",
TITLE = "Decentralized and Communication-Based Multi-Agent Traffic Signal
Control Model Employing a Graph Representation for the State",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "5947-5960",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189578"}
@article{bb194177,
AUTHOR = "Lin, Z.J. and Gao, K. and Duan, P.Y. and Wu, N.Q. and Suganthan, P.N.",
TITLE = "Prediction and Feedback Assisted Evolutionary Algorithms for
Scheduling Urban Traffic Signals",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "6881-6890",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189579"}
@article{bb194178,
AUTHOR = "Zhai, Z.Y. and Hao, R. and Cui, B.Y. and Wang, S.",
TITLE = "HGAT and Multi-Agent RL-Based Method for Multi-Intersection Traffic
Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "6848-6864",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189580"}
@article{bb194179,
AUTHOR = "Zhang, Y.F. and Goel, H. and Li, P.Z. and Damani, M. and Chinchali, S. and Sartoretti, G.",
TITLE = "CoordLight: Learning Decentralized Coordination for Network-Wide
Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "8034-8049",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189581"}
@article{bb194180,
AUTHOR = "Zhang, H.P. and Wang, Z.W. and Yu, J.L. and Zhang, R.N. and Jiang, C. and Luo, G.K. and Wu, W.W. and Wang, W.",
TITLE = "Learning Simultaneous and Sequential Decisions in Multi-Agent Systems
With Application to Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "8257-8267",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189582"}
@article{bb194181,
AUTHOR = "Liu, W.T. and Zhang, C.W. and Zhou, K.L. and Li, Y.H. and Zhan, F. and Xue, W.L. and Chen, R.",
TITLE = "Sequential Decision MARL for Adaptive Traffic Signal Control With
Different Intersections Priorities",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "9799-9811",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189583"}
@article{bb194182,
AUTHOR = "Yu, F. and Mi, X. and Yu, C.Q. and Jiang, Y.T.",
TITLE = "Distributed Traffic Signal Control Model for Accurate Policy Learning
Under Dynamic Traffic Flow: A Graph Forecast-State Vector Driven Deep
Reinforcement Learning Framework",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13573-13584",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189584"}
@article{bb194183,
AUTHOR = "Fan, C.R. and Wang, F. and Zhou, B. and Ma, D.F.",
TITLE = "A Centralized Reinforcement Learning-Based Method for Traffic Signal
Optimization Using an Adaptive Sequential Decision",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13201-13216",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189585"}
@article{bb194184,
AUTHOR = "Ji, T. and Sun, Q.W. and Li, K. and Duan, Z.X.",
TITLE = "Utilizing the Internet of Things and Big Data for Traffic Management:
The Role of Physical Network Systems and Collaborative Signal Light
Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "14077-14085",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189586"}
@article{bb194185,
AUTHOR = "Lin, Y.T. and Huang, Y.L. and Chang, G.L.",
TITLE = "A Real-Time Responsive Signal Control System for Commuting Arterials
Plagued by Highly-Congested Traffic, Turning-Bay Overflows, and
Mutual Queue Blockages",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "14984-14999",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189587"}
@article{bb194186,
AUTHOR = "Liu, Y.L. and Cai, X. and Luo, G.Y. and Yuan, Q. and Li, J.L.",
TITLE = "Asyn-Light: Asynchronous Traffic Signal Cooperative Control Through
Spatial-Temporal Transformer",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15334-15344",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189588"}
@article{bb194187,
AUTHOR = "Duan, W.C. and Gao, Z.G. and He, J. and Xian, J.G.",
TITLE = "Bayesian Critique-Tune-based Reinforcement Learning With Adaptive
Pressure for Multi-Intersection Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "14968-14983",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189589"}
@article{bb194188,
AUTHOR = "Wei, L. and Ampountolas, K. and Hirrle, A. and Wang, M.",
TITLE = "Hierarchical Predictive Control of Network Traffic Signals Using Link
Transmission Model With Queue Dynamics",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "16391-16404",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189590"}
@article{bb194189,
AUTHOR = "Wu, S.H. and Zhan, Z.H. and Tan, K.C. and Zhang, J.",
TITLE = "Traffic Signal Timing Optimization: From Evolution to Adaptation",
JOURNAL = SMCS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "8341-8356",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189591"}
@article{bb194190,
AUTHOR = "Kharrat, A. and Choupani, A.A. and Zakeri, S.",
TITLE = "Influence of Time Display Tools on Queue Discharge Characteristics
and Efficiency of Signalized Intersections",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "19296-19305",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189592"}
@article{bb194191,
AUTHOR = "Huang, S. and Ota, K. and Dong, M. and Zhou, H.",
TITLE = "MetaSignal: Meta Reinforcement Learning for Traffic Signal Control
via Fourier Basis Approximation",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "19552-19561",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189593"}
@article{bb194192,
AUTHOR = "Tan, C.P. and Wang, Q.Q. and Liang, J.H. and Yang, K.D.",
TITLE = "A Connected Vehicle-Based Contextual Stochastic Optimization Model
for Real-Time Traffic Signal Timing",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "20162-20175",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189594"}
@article{bb194193,
AUTHOR = "Tan, C.P. and Ding, Y. and Yang, K.D. and Zhu, H. and Tang, K.",
TITLE = "Connected Vehicle Data-Driven Robust Optimization for Traffic Signal
Timing: Modeling Traffic Flow Variability and Errors",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "21635-21650",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189595"}
@article{bb194194,
AUTHOR = "Li, C.Z. and Lu, Y.X. and Wang, H.",
TITLE = "A Multi-Objective Model for Traffic Signal Coordination Control With
Queue Profile Estimation",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "23389-23406",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189596"}
@article{bb194195,
AUTHOR = "Fang, J. and Cai, S. and You, Y. and Xu, M.Y. and Bansal, P. and Kim, E.J.",
TITLE = "Coordinated Multi-Agent Reinforcement Learning Method for Integrating
Transit Signal Priority and Speed Guidance Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "22405-22417",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189597"}
@article{bb194196,
AUTHOR = "Jiang, X.C. and Guo, Z. and Li, M.Y. and Hu, X.Y.",
TITLE = "A Dynamic Zoning Cooperative Control Method for Urban Road Traffic
Flow in a Connected Traffic Environment",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "22926-22944",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189598"}
@article{bb194197,
AUTHOR = "Nam, G.S. and Yang, Q. and Yoo, S.J.",
TITLE = "Joint Optimization of Vehicle and Pedestrian Traffic Signals Using
Multi-Objective Deep Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "501-520",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189599"}
@article{bb194198,
AUTHOR = "Jiang, H. and Liu, M. and Zhang, S. and Zheng, R.H. and Dong, S. and Lan, X.G.",
TITLE = "ETLight: An Evolution Transformer for Efficient Traffic Signal
Control",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1328-1337",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189600"}
@inproceedings{bb194199,
AUTHOR = "Wang, L.L. and Ngan, H.Y.T. and Liu, W. and Yung, N.H.C.",
TITLE = "Anomaly Detection for Quaternion-Valued Traffic Signals",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724ts.html#TT189601"}
Last update:Mar 28, 2026 at 17:09:41