From the 1 of 5.5k papers with an AI index.
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8 papers · 2 filters
A slot-based energy storage decision-making approach for optimal Off-Grid telecommunication operator
Youssef Ait El Mahjoub, Jean-Michel Fourneau
This paper proposes a slot-based energy storage approach for decision-making in the context of an Off-Grid telecommunication operator. We consider network systems powered by solar…
Constructive approximate transport maps with normalizing flows
Antonio Álvarez-López, Borjan Geshkovski, Domènec Ruiz-Balet
We study an approximate controllability problem for the continuity equation and its application to constructing transport maps with normalizing flows. Specifically, we construct ti…
Measure-to-measure interpolation using Transformers
Borjan Geshkovski, Philippe Rigollet, Domènec Ruiz-Balet
Transformers are deep neural network architectures that underpin the recent successes of large language models. Unlike more classical architectures that can be viewed as point-to-p…
Volume-preserving geometric shape optimization of the Dirichlet energy using variational neural networks
Amaury Bélières--Frendo, Emmanuel Franck, Victor Michel-Dansac +1
In this work, we explore the numerical solution of geometric shape optimization problems using neural network-based approaches. This involves minimizing a numerical criterion that…
Asymptotically Optimal Policies for Weakly Coupled Markov Decision Processes
Diego Goldsztajn, Konstantin Avrachenkov
We consider the problem of maximizing the expected average reward obtained over an infinite time horizon by weakly coupled Markov decision processes. Our setup is a substantial…
On the controllability of nonlinear systems with a periodic drift
Jean-Baptiste Caillau, Lamberto Dell'Elce, Alesia Herasimenka +1
Sufficient and necessary conditions are established for controllability of affine control systems where the control is constrained to a set whose convex hull contains the origin bu…