Learning an Interpretable Traffic Signal Control Policy

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Learning an Interpretable Traffic Signal Control Policy

23 December 2019

Josiah P. Hanna

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Papers citing "Learning an Interpretable Traffic Signal Control Policy"

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Title
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study Dang Viet Anh Nguyen Carlos Lima Azevedo Tomer Toledo Filipe Rodrigues 23 0 0 16 Jun 2025
Topology-Assisted Spatio-Temporal Pattern Disentangling for Scalable MARL in Large-scale Autonomous Traffic Control Rongpeng Li Jianhang Zhu Jiahao Huang Zhifeng Zhao Honggang Zhang 21 0 0 14 Jun 2025
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method Wanyuan Wang Tianchi Qiao Jinming Ma Jiahui Jin Zhibin Li Weiwei Wu Yichuan Jiang 40 3 0 15 Jun 2023
Task Phasing: Automated Curriculum Learning from Demonstrations Vaibhav Bajaj Guni Sharon Peter Stone 71 8 0 20 Oct 2022
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality Rex Chen Fei Fang Norman M. Sadeh 100 9 0 23 Jun 2022
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers G. Varela Pedro P. Santos Alberto Sardinha Francisco S. Melo 36 2 0 24 Jan 2021
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control Afshin Oroojlooy M. Nazari Davood Hajinezhad Jorge Silva 65 87 0 12 Oct 2020
Modeling Survival in model-based Reinforcement Learning Saeed Moazami P. Doerschuk OffRL 29 1 0 18 Apr 2020