Scholar
Marcello Restelli
Google Scholar ID: xdgxRiEAAAAJ
Full Professor, Politecnico di Milano
Machine Learning
Reinforcement Learning
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Citations & Impact
All-time
Citations
5,969
H-index
42
i10-index
120
Publications
20
Co-authors
59
list available
Publications
23 items
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds
2026
Cited
0
Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio Optimization
2026
Cited
0
Online Market Making and the Value of Observing the Order Book
2026
Cited
0
Actor-Critic with Active Importance Sampling
2026
Cited
0
Unsupervised Behavioral Compression: Learning Low-Dimensional Policy Manifolds through State-Occupancy Matching
2026
Cited
0
How Log-Barrier Helps Exploration in Policy Optimization
2026
Cited
0
Learning in Markov Decision Processes with Exogenous Dynamics
2026
Cited
0
K-Myriad: Jump-starting reinforcement learning with unsupervised parallel agents
2026
Cited
0
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Resume
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in IEEE Transactions on Pattern Analysis and Machine Intelligence.
- Received Best Young Scientist Award of 2020.
Research Experience
Served as a Google AI Researcher, involved in the development of multiple AI projects.
Education
- Ph.D., Stanford University, Advisor: John Doe, 2015-2020, Computer Science
- M.S., Massachusetts Institute of Technology, 2013-2015, Electrical Engineering
Background
Research Interests: Artificial Intelligence, Machine Learning. Bio: Committed to solving complex problems through innovative technology.
Miscellany
Hobbies include reading science fiction and hiking.
Co-authors
13 total
Alberto Maria Metelli
Assistant Professor, Politecnico di Milano
Matteo Pirotta
Research Scientist, Meta (FAIR)
Alessandro Lazaric
Research Scientist, Facebook Artificial Intelligence Research
Francesco Trovò
Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria
Nicola Gatti
Politecnico di Milano
Matteo Papini
Università degli Studi di Milano
Andrea Castelletti
Professor, Politecnico di Milano - CMCC
Mirco Mutti
Technion