2 papers
cs.MA2025
Adaptive Traffic Signal Control based on Multi-Agent Reinforcement Learning. Case Study on a simulated real-world corridor
Dickness Kakitahi Kwesiga, Angshuman Guin, Michael Hunter
Previous studies that have formulated multi-agent reinforcement learning (RL) algorithms for adaptive traffic signal control have primarily used value-based RL methods. However, re…
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…