Guillermo Bernárdez

Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow

A. Cabellos-Aparicio, P. Barlet-Ros, 'Angela L'opez-Cardona, 2022, ArXiv.

Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design

Maria Sofia Bucarelli, Simone Scardapane, Lev Telyatnikov, 2023, ArXiv.

Is Machine Learning Ready for Traffic Engineering Optimization?

Albert Cabellos-Aparicio, Pere Barlet-Ros, Shihan Xiao, 2021, 2021 IEEE 29th International Conference on Network Protocols (ICNP).