Publications

International Conferences

Gradient-Aware Model-Based Policy Search

Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni, Matteo Papini, and Marcello Restelli
The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020. Acceptance rate: 1591/7737 (20.6%) [BibTeX]

Configurable Markov Decision Processes

Alberto Maria Metelli, Mirco Mutti, and Marcello Restelli
Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsm"assan, Stockholm, Sweden, July 10-15, 2018, 2018. Acceptance rate: 618/2473 (25.0%) [BibTeX]

Policy Optimization via Importance Sampling

Alberto Maria Metelli, Matteo Papini, Francesco Faccio, and Marcello Restelli
Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montr'eal, Canada., 2018. Acceptance rate: 1011/4856 (20.8%), Oral: 30/4856 (0.62%) [BibTeX]

Compatible Reward Inverse Reinforcement Learning

Alberto Maria Metelli, Matteo Pirotta, and Marcello Restelli
Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA, 2017. Acceptance rate: 678/3240 (20.9%) [BibTeX]

International Journals

International Workshops

In Preparation or Under Review