2 papers
math.PR2025
Fluid limits for interacting queues in sparse dynamic graphs
Diego Goldsztajn, Sem C. Borst, Johan S. H. van Leeuwaarden
Consider a network of single-server queues where tasks arrive independently at each server at rate . The servers are connected by a graph that is resampled at rate …
cs.LG2025
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems
Ming Zhu, Xiao-Yang Liu, Sem Borst +1
Smart traffic lights in intelligent transportation systems (ITSs) are envisioned to greatly increase traffic efficiency and reduce congestion. Deep reinforcement learning (DRL) is…