no code implementations • 3 Jan 2024 • Wanja de Sombre, Andrea Ortiz, Frank Aurzada, Anja Klein
The second strategy uses an enhanced Q-learning approach and balances the age-based metric, the transmission energy and the frequency of risky states without requiring knowledge about the system.
no code implementations • 20 Mar 2023 • David Meister, Frank Aurzada, Mikhail A. Lifshits, Frank Allgöwer
We thereby provide an illustrative distributed problem setup in which event-triggered control results in a performance disadvantage when compared to time-triggered control in the case of large networks.
no code implementations • 17 Jun 2022 • David Meister, Frank Aurzada, Mikhail A. Lifshits, Frank Allgöwer
Contrary to the non-cooperative setting, we prove that event-triggered control performs worse than time-triggered control beyond a certain number of agents in this setup.