research
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05/16/2023
Graph Reinforcement Learning for Network Control via Bi-Level Optimization
Optimization problems over dynamic networks have been extensively studie...
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05/12/2023
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment
Although Connected Vehicles (CVs) have demonstrated tremendous potential...
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08/24/2022
Time-to-Green predictions for fully-actuated signal control systems with supervised learning
Recently, efforts have been made to standardize signal phase and timing ...
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02/27/2022
Private Location Sharing for Decentralized Routing services
Data-driven methodologies offer many exciting upsides, but they also int...
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04/23/2021
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems
Autonomous mobility-on-demand (AMoD) systems represent a rapidly develop...
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04/15/2021