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cs.AI2024
Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control
Dickness Kakitahi Kwesiga, Suyash Chandra Vishnoi, Angshuman Guin +1
This study integrates Transit Signal Priority (TSP) into multi-agent reinforcement learning (MARL) based traffic signal control. The first part of the study develops adaptive signa…
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…