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0 · RLJ · Policy Gradient with Active Importance Sampling
1 · Publications
2 · Matteo Papini email address & phone number
3 · Matteo Papini (0000
4 · Matteo Papini
5 · DEIB
6 · Assistant Professor
7 · Articles by Matteo Papini’s Profile
8 · About me
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Località: Firenze Get Matteo Papini's email address (m*****@gucci.com) and phone number at RocketReach. Get 5 free searches. Rocketreach finds email, phone & social media for 450M+ professionals.Previously, I was a postdoctoral researcher in the AI&ML group of UPF Barcelona, where I co-organized RLSS 2023, and a research intern at Facebook AI (now Meta). I obtained my PhD .Matteo Papini was born in Sondrio, Italy, in 1993. In 2017 he obtained the Master Degree in Computer Science and Engineering, and in 2021 the Ph.D. in Information Technology, both .
RLJ · Policy Gradient with Active Importance Sampling
Publications
Articles by Matteo Papini on Muck Rack. Find Matteo Papini's email address, contact information, LinkedIn, Twitter, other social media and more.Assistant Professor at Politecnico di Milano. Follow. Publications. Conference and journal papers. Papini, Matteo, Andrea Tirinzoni, Aldo Pacchiano, Marcello Restelli, Alessandro Lazaric, and .ICML 2021 [C3] Research Assistant (Assegno di Ricerca), Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy. Research topic: Study and .
Assistant professor. Campus: Building 21. Floor: 1°. Office: 020. [email protected]. Research areas: Computer Science and Engineering. Research Line: Artificial intelligence and .
Matteo Papini Assistant Professor, Polytechnic Institute of Milan. Joined ; March 2019Matteo Papini, Giorgio Manganini, Alberto Maria Metelli, and Marcello Restelli. "Policy Gradient with Active Importance Sampling." Reinforcement Learning Journal , vol. 2, 2024, pp. 645–675.Matteo Papini Alberto Maria Metelli Lorenzo Lupo Marcello Restelli 11th June 2019 Thirty-sixth International Conference on Machine Learning, Long Beach, CA, USA. Policy Optimization 1 1 Parameter space —Rd A parametric policy for each P Each inducing a distribution p .
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Matteo Papini email address & phone number
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Promoting openness in scientific communication and the peer-review process Località: Firenze Policy Gradient with Active Importance Sampling By Matteo Papini, Giorgio Manganini, Alberto Maria Metelli, and Marcello Restelli. Reinforcement Learning Journal, vol. 2, 2024, pp. 645–675. Presented at the Reinforcement Learning Conference .Email:fmario.beraha, albertomaria.metelli, matteo.papini, andrea.tirinzoni, [email protected] Abstract—Mutual information has been successfully adopted in filter feature-selection methods to assess both the relevancy of a subset of features in predicting the target variable and the
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%0 Conference Paper %T Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration %A Matteo Papini %A Andrea Battistello %A Marcello Restelli %B Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 2020 %E Silvia Chiappa %E Roberto Calandra %F pmlr-v108 . View a PDF of the paper titled Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection, by Matteo Papini and 4 other authors. View PDF Abstract: We study the role of the representation of state-action value functions in regret minimization in finite-horizon Markov Decision Processes (MDPs) with linear structure. We .Matteo Papini was born in Sondrio, Italy, on 5th July 1993. In 2015 he obtained the Bachelor Degree in Ingegneria Informatica (Computer Engineering) cum laude at Politecnico di Milano. In 2017 he obtained the Master Degree in Computer Science and Engineering - Ingegneria Informatica cum laude at Politecnico di Milano. .
Matteo Papini∗1, Andrea Tirinzoni1, Marcello Restelli1, Alessandro Lazaric2, and Matteo Pirotta2 1Politecnico di Milano 2Facebook AI Research Abstract The linear contextual bandit literature is mostly focused on the design of e cient learning algorithms for a given representation. However, a contextual bandit problem may admit multiple linear . AIRLab’s main location is at Politecnico di Milano, piazza Leonardo da Vinci 32, Building 7, 20133 Milano, Italy (click for map). See our Contacts page for additional AIRlab locations and ways to reach us via public transport.Matteo Papini Universitat Pompeu Fabra Barcelona, Spain [email protected] Gergely Neu Universitat Pompeu Fabra Barcelona, Spain [email protected] Abstract We study the problem of online learning in adversarial bandit problems under a partial observability model called off-policy feedback. In this sequential decision
Matteo Papini (0000
{lorenzo.bisi, luca.sabbioni, matteo.papini, marcello.restelli}@polimi.it, [email protected] Abstract In real-world decision-making problems, for instance in the fields of finance, robotics or autonomous driving, keeping uncertainty under control is as important as maximizing ex-
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Località: Firenze
Get Matteo Papini's email address (m*****@gucci.com) and phone number at RocketReach. Get 5 free searches. Rocketreach finds email, phone & social media for 450M+ professionals.Previously, I was a postdoctoral researcher in the AI&ML group of UPF Barcelona, where I co-organized RLSS 2023, and a research intern at Facebook AI (now Meta). I obtained my PhD at Politecnico di Milano, with a dissertation on policy gradient algorithms.Matteo Papini was born in Sondrio, Italy, in 1993. In 2017 he obtained the Master Degree in Computer Science and Engineering, and in 2021 the Ph.D. in Information Technology, both from Politecnico di Milano. He is currently a postdoctoral researcher at .
Articles by Matteo Papini on Muck Rack. Find Matteo Papini's email address, contact information, LinkedIn, Twitter, other social media and more.Assistant Professor at Politecnico di Milano. Follow. Publications. Conference and journal papers. Papini, Matteo, Andrea Tirinzoni, Aldo Pacchiano, Marcello Restelli, Alessandro Lazaric, and Matteo Pirotta. 2021. “Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection.” To appear at NeurIPS 2021.
ICML 2021 [C3] Research Assistant (Assegno di Ricerca), Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy. Research topic: Study and Development of Reinforcement Learning Techniques in Industrial Settings, Principal Investigator: Marcello Restelli.
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Assistant professor. Campus: Building 21. Floor: 1°. Office: 020. [email protected]. Research areas: Computer Science and Engineering. Research Line: Artificial intelligence and robotics. Matteo Papini was born in Sondrio, Italy, on 5th July 1993.Matteo Papini Assistant Professor, Polytechnic Institute of Milan. Joined ; March 2019
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