3 papers
cs.LG2026
A Quantum Variational Approach to Prototypical Recurrent Unit
Mahyar Sadeghi Garjan, Tommaso Cesari, Michel Barbeau
We introduce a lightweight Quantum Prototypical Recurrent Unit (QPRU) that requires significantly fewer parameters than both classical recurrent architectures, such as Long Short-…
astro-ph.IM2023
A Real-Time Re-Scheduling Algorithm for Spacecraft Instrument Operations Optimization
J. Pergoli, T. Cesari, M. Maestrini +2
The operation-planning of satellites, aimed at introducing a certain level of supervised automation during the execution of the operations, poses a great challenge to both designer…
cs.LG2022
An Application of Online Learning to Spacecraft Memory Dump Optimization
Tommaso Cesari, Jonathan Pergoli, Michele Maestrini +1
In this paper, we present a real-world application of online learning with expert advice to the field of Space Operations, testing our theory on real-life data coming from the Cope…