1 citations · 1 across the 3 of their papers we have counts for
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A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems
Damiano Brunori, Stefania Colonnese, Francesca Cuomo +1
We design a multi-purpose environment for autonomous UAVs offering different communication services in a variety of application contexts (e.g., wireless mobile connectivity service…
A Close Look at Deep Learning with Small Data
L. Brigato, L. Iocchi
In this work, we perform a wide variety of experiments with different deep learning architectures on datasets of limited size. According to our study, we show that model complexity…
Foundations for Restraining Bolts: Reinforcement Learning with LTLf/LDLf restraining specifications
Giuseppe De Giacomo, Luca Iocchi, Marco Favorito +1
In this work we investigate on the concept of "restraining bolt", envisioned in Science Fiction. Specifically we introduce a novel problem in AI. We have two distinct sets of featu…