default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMarco Mussi
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j3]Marco Mussi, Simone Drago
, Marcello Restelli, Alberto Maria Metelli:
Factored-reward bandits with intermediate observations: Regret minimization and best arm identification. Artif. Intell. 347: 104362 (2025)- [j2]Marco Mussi, Alberto Maria Metelli:
Generalizing the Regret: an Analysis of Lower and Upper Bounds. J. Artif. Intell. Res. 82: 1773-1806 (2025) - [c13]Simone Drago, Marco Mussi, Alberto Maria Metelli:
Towards Theoretical Understanding of Sequential Decision Making with Preference Feedback. ICML 2025 - [c12]Simone Drago, Marco Mussi, Alberto Maria Metelli:
Sleeping Reinforcement Learning. ICML 2025 - [c11]Simone Drago, Marco Mussi, Alberto Maria Metelli:
Position: Constants are Critical in Regret Bounds for Reinforcement Learning. ICML (Position Papers) 2025 - [c10]Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli:
Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity. ICML 2025 - [i17]Simone Drago, Marco Mussi, Alberto Maria Metelli:
A Refined Analysis of UCBVI. CoRR abs/2502.17370 (2025) - [i16]Alessandro Montenegro, Leonardo Cesani, Marco Mussi, Matteo Papini, Alberto Maria Metelli:
Learning Deterministic Policies with Policy Gradients in Constrained Markov Decision Processes. CoRR abs/2506.05953 (2025) - [i15]Alessandro Montenegro, Federico Mansutti, Marco Mussi, Matteo Papini, Alberto Maria Metelli:
Reusing Trajectories in Policy Gradients Enables Fast Convergence. CoRR abs/2506.06178 (2025) - [i14]Davide Salaorni, Vincenzo De Paola, Samuele Delpero, Giovanni Dispoto, Paolo Bonetti, Alessio Russo, Giuseppe Calcagno, Francesco Trovò, Matteo Papini, Alberto Maria Metelli, Marco Mussi, Marcello Restelli:
Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning. CoRR abs/2507.00257 (2025) - [i13]Alberto Maria Metelli, Simone Drago, Marco Mussi:
Generalized Kernelized Bandits: Self-Normalized Bernstein-Like Dimension-Free Inequality and Regret Bounds. CoRR abs/2508.01681 (2025) - [i12]Carlo Fabrizio, Gianvito Losapio, Marco Mussi, Alberto Maria Metelli, Marcello Restelli:
Power Grid Control with Graph-Based Distributed Reinforcement Learning. CoRR abs/2509.02861 (2025) - [i11]Marco Mussi, Marcello Restelli:
Online Dynamic Pricing of Complementary Products. CoRR abs/2511.22291 (2025) - 2024
- [c9]Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli:
Autoregressive Bandits. AISTATS 2024: 937-945 - [c8]Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli:
Graph-Triggered Rising Bandits. ICML 2024 - [c7]Alessandro Montenegro, Marco Mussi, Alberto Maria Metelli, Matteo Papini:
Learning Optimal Deterministic Policies with Stochastic Policy Gradients. ICML 2024 - [c6]Marco Mussi, Simone Drago, Marcello Restelli, Alberto Maria Metelli:
Factored-Reward Bandits with Intermediate Observations. ICML 2024 - [c5]Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli:
Best Arm Identification for Stochastic Rising Bandits. ICML 2024 - [c4]Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli:
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning. NeurIPS 2024 - [i10]Alessandro Montenegro, Marco Mussi, Alberto Maria Metelli, Matteo Papini:
Learning Optimal Deterministic Policies with Stochastic Policy Gradients. CoRR abs/2405.02235 (2024) - [i9]Marco Mussi, Simone Drago, Alberto Maria Metelli:
Open Problem: Tight Bounds for Kernelized Multi-Armed Bandits with Bernoulli Rewards. CoRR abs/2407.06321 (2024) - [i8]Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli:
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning. CoRR abs/2407.10775 (2024) - [i7]Gianvito Losapio, Davide Beretta, Marco Mussi, Alberto Maria Metelli, Marcello Restelli:
State and Action Factorization in Power Grids. CoRR abs/2409.04467 (2024) - [i6]Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli:
Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting. CoRR abs/2409.05980 (2024) - 2023
- [j1]Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli:
ARLO: A framework for Automated Reinforcement Learning. Expert Syst. Appl. 224: 119883 (2023) - [c3]Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti:
Dynamic Pricing with Volume Discounts in Online Settings. AAAI 2023: 15560-15568 - [c2]Marco Mussi, Alberto Maria Metelli, Marcello Restelli:
Dynamical Linear Bandits. ICML 2023: 25563-25587 - [i5]Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli:
Best Arm Identification for Stochastic Rising Bandits. CoRR abs/2302.07510 (2023) - 2022
- [c1]Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli:
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits. KDD 2022: 3623-3633 - [i4]Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli:
ARLO: A Framework for Automated Reinforcement Learning. CoRR abs/2205.10416 (2022) - [i3]Marco Mussi, Alberto Maria Metelli, Marcello Restelli:
Dynamical Linear Bandits. CoRR abs/2211.08997 (2022) - [i2]Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti:
Dynamic Pricing with Volume Discounts in Online Settings. CoRR abs/2211.09612 (2022) - [i1]Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli:
Autoregressive Bandits. CoRR abs/2212.06251 (2022)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-02-04 23:57 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
