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
Contact
No contact links provided.
Publications
19 items
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
Online Dynamic Pricing of Complementary Products
2025
Cited
0
Optimizing Energy Management of Smart Grid using Reinforcement Learning aided by Surrogate models built using Physics-informed Neural Networks
2025
Cited
0
From Parameters to Behavior: Unsupervised Compression of the Policy Space
2025
Cited
0
Power Grid Control with Graph-Based Distributed Reinforcement Learning
2025
Cited
0
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Resume (English only)
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
59 total
Alberto Maria Metelli
Assistant Professor, Politecnico di Milano
Co-author 2
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
Co-author 8
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