Nonlinear Feature Aggregation: Two Algorithms driven by Theory. - Paolo Bonetti; Alberto Maria Metelli; Marcello Restelli (CoRR, 2023)

Causal Feature Selection via Transfer Entropy. - Paolo Bonetti; Alberto Maria Metelli; Marcello Restelli (IJCNN, 2024)

Interpetable Target-Feature Aggregation for Multi-task Learning Based on Bias-Variance Analysis. - Paolo Bonetti; Alberto Maria Metelli; Marcello Restelli (ECML/PKDD (6), 2024)

Interpretable linear dimensionality reduction based on bias-variance analysis. - Paolo Bonetti; Alberto Maria Metelli; Marcello Restelli (Data Min. Knowl. Discov., 2024)

Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning. - Davide Salaorni; Vincenzo De Paola; Samuele Delpero; Giovanni Dispoto; Paolo Bonetti; Alessio Russo; Giuseppe Calcagno; Francesco Trovò; Matteo Papini; Alberto Maria Metelli; Marco Mussi; Marcello Restelli (CoRR, 2025)

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents. - Giovanni Dispoto; Paolo Bonetti; Marcello Restelli (CoRR, 2025)