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cs.LG2026
Evaluating the Robustness of Reinforcement Learning based Adaptive Traffic Signal Control
Dickens Kwesiga, Angshuman Guin, Khaled Abdelghany +1
Reinforcement learning (RL) has attracted increasing interest for adaptive traffic signal control due to its model-free ability to learn control policies directly from interaction…
cs.LG2024
Adaptive Transit Signal Priority based on Deep Reinforcement Learning and Connected Vehicles in a Traffic Microsimulation Environment
Dickness Kwesiga, Angshuman Guin, Michael Hunter
Model free reinforcement learning (RL) provides a potential alternative to earlier formulations of adaptive transit signal priority (TSP) algorithms based on mathematical programmi…