Scholar
Alberto Maria Metelli
Google Scholar ID: R31IsPwAAAAJ
Assistant Professor, Politecnico di Milano
Citations & Impact
Citations
1,482
H-index
18
i10-index
34
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Two spotlight papers at ICML 2024; AAAI 2024 - New Faculty Highlights; DAAD AInet Fellowship (2023); Oral presentation at ICML 2023; Notable paper at AISTATS 2023; Spotlight presentation at NeurIPS 2021; Premio NeoDottori di Ricerca Marco Cadoli 2021 (AIxIA) - best Italian Ph.D. thesis in AI; Oral presentation at NeurIPS 2018; Premio NeoLaureati Leonardo Lesmo 2018 (AIxIA) - best Italian M.Sc. thesis in AI; Runner-up (Best academic team) at ACM RecSys Challenge 2017. Involved in several competitive research projects such as HUmLrn, AI4REALNET, iBeCHANGE, FAIR, CLINT, etc.
Research Experience
- Assistant Professor at DEIB, Politecnico di Milano since 2023; Postdoctoral Researcher at DEIB, Politecnico di Milano from 2020 to 2023.
Education
- Ph.D. in Information Technology from Politecnico di Milano in 2021, supervised by Prof. Marcello Restelli; M.Sc. in Computer Science and Engineering from Politecnico di Milano in 2017; B.Sc. in Engineering of Computing Systems from Politecnico di Milano in 2015.
Background
- Research interests focus on Artificial Intelligence and Machine Learning, particularly Reinforcement Learning. Currently working on theoretical and algorithmic aspects of Inverse Reinforcement Learning, Efficient Sample (Re)Use in Reinforcement Learning, Multi-Armed Bandits, Automated Reinforcement Learning, and Preference-based Reinforcement Learning. Also interested in algorithms, optimization, statistics, probability, and recommendation systems.
Miscellany
- Erdős number is 3; Co-founder of ML cube S.r.l., a spin-off innovative startup of Politecnico di Milano, part of Kayrhos Group.
