Search Results for author: Alessandro Trenta

Found 2 papers, 0 papers with code

Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation

no code implementations27 May 2024 Simon Heilig, Alessio Gravina, Alessandro Trenta, Claudio Gallicchio, Davide Bacciu

The dynamics of information diffusion within graphs is a critical open issue that heavily influences graph representation learning, especially when considering long-range propagation.

MultiSTOP: Solving Functional Equations with Reinforcement Learning

no code implementations23 Apr 2024 Alessandro Trenta, Davide Bacciu, Andrea Cossu, Pietro Ferrero

We develop MultiSTOP, a Reinforcement Learning framework for solving functional equations in physics.

reinforcement-learning

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