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Learning an Interpretable Traffic Signal Control Policy
v1v2 (latest)

Learning an Interpretable Traffic Signal Control Policy

23 December 2019
James Ault
Josiah P. Hanna
Guni Sharon
ArXiv (abs)PDFHTML

Papers citing "Learning an Interpretable Traffic Signal Control Policy"

8 / 8 papers shown
Title
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study
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
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
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
Task Phasing: Automated Curriculum Learning from Demonstrations
Vaibhav Bajaj
Guni Sharon
Peter Stone
73
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
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
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
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
Modeling Survival in model-based Reinforcement Learning
Saeed Moazami
P. Doerschuk
OffRL
29
1
0
18 Apr 2020
1