Paolo Bonetti

According to our database, Paolo Bonetti authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents.

Giovanni Dispoto, Paolo Bonetti, Marcello Restelli

CoRR, July, 2025

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, July, 2025

2024

Interpretable linear dimensionality reduction based on bias-variance analysis.

Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli

Data Min. Knowl. Discov., July, 2024

Interpetable Target-Feature Aggregation for Multi-task Learning Based on Bias-Variance Analysis.

Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Causal Feature Selection via Transfer Entropy.

Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Nonlinear Feature Aggregation: Two Algorithms driven by Theory.

Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli

CoRR, 2023