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cs.LG2026
Adaptive Tuning of Parameterized Traffic Controllers via Multi-Agent Reinforcement Learning
Giray Ãnür, Azita Dabiri, Bart De Schutter
Effective traffic control is essential for mitigating congestion in transportation networks. Conventional traffic management strategies, including route guidance and ramp metering,…
cs.LG2026
Nonmyopic Global Optimisation via Approximate Dynamic Programming
Filippo Airaldi, Bart De Schutter, Azita Dabiri
Global optimisation to optimise expensive-to-evaluate black-box functions without gradient information. Bayesian optimisation, one of the most well-known techniques, typically empl…