Search Results for author: Andrea Ortiz

Found 2 papers, 0 papers with code

The Best Time for an Update: Risk-Sensitive Minimization of Age-Based Metrics

no code implementations3 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.

Q-Learning

Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing

no code implementations19 Sep 2023 Bernd Simon, Andrea Ortiz, Walid Saad, Anja Klein

The task assignment problem is modeled as a matching game considering the MCSP's and MUs' individual goals while the MUs learn their efforts online.

Collision Avoidance

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