Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control

Yongjie Fu, Lingyun Zhong, Zifan Li +1

Multi-agent reinforcement learning (MARL) has shown promise for adaptive traffic signal control (ATSC), enabling multiple intersections to coordinate signal timings in real time. H…