Sfoglia per Autore
State and Action Factorization in Power Grids
2024-01-01 Losapio, Gianvito; Beretta, Davide; Mussi, Marco; Metelli, ALBERTO MARIA; Restelli, Marcello
Best Arm Identification for Stochastic Rising Bandits
2024-01-01 Mussi, Marco; Montenegro, Alessandro; Trovo, Francesco; Restelli, Marcello; Metelli, ALBERTO MARIA
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds
2024-01-01 Paczolay, Gabor; Papini, Matteo; Metelli, Alberto Maria; Harmati, Istvan; Restelli, Marcello
Parameterized Projected Bellman Operator
2024-01-01 Vincent, T.; Metelli, A. M.; Belousov, B.; Peters, J.; Restelli, M.; D'Eramo, C.
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
2024-01-01 Drappo, G.; Metelli, A. M.; Restelli, M.
A Reinforcement Learning controller optimizing costs and battery State of Health in smart grids
2024-01-01 Mussi, Marco; Pellegrino, Luigi; Pindaro, Oscar Francesco; Restelli, Marcello; Trovo, Francesco
Interpretable linear dimensionality reduction based on bias-variance analysis
2024-01-01 Bonetti, P.; Metelli, A. M.; Restelli, M.
Autoregressive Bandits
2024-01-01 Bacchiocchi, Francesco; Genalti, Gianmarco; Maran, Davide; Mussi, Marco; Restelli, Marcello; Gatti, Nicola; Metelli, ALBERTO MARIA
Switching Latent Bandits
2023-01-01 Russo, Alessio; Metelli, ALBERTO MARIA; Restelli, Marcello
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
Simultaneously Updating All Persistence Values in Reinforcement Learning
2023-01-01 Sabbioni, Luca; AL DAIRE, Luca; Bisi, Lorenzo; Metelli, ALBERTO MARIA; Restelli, Marcello
Towards Theoretical Understanding of Inverse Reinforcement Learning
2023-01-01 Metelli, ALBERTO MARIA; Lazzati, Filippo; Restelli, Marcello
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs
2023-01-01 Poiani, Riccardo; Stirbu, Ciprian; Metelli, ALBERTO MARIA; Restelli, Marcello
Dynamical Linear Bandits
2023-01-01 Mussi, Marco; Metelli, ALBERTO MARIA; Restelli, Marcello
Dynamic Pricing with Volume Discounts in Online Settings
2023-01-01 Mussi, M.; Genalti, G.; Nuara, A.; Trovo', F.; Restelli, M.; Gatti, N.
On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation
2023-01-01 Metelli, ALBERTO MARIA; Meta, Samuele; Restelli, Marcello
ARLO: A framework for Automated Reinforcement Learning
2023-01-01 Mussi, Marco; Lombarda, Davide; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
A Brief Guide to Multi-Objective Reinforcement Learning and Planning JAAMAS track
2023-01-01 Hayes, C. F.; Rădulescu, R.; Bargiacchi, E.; Källström, J.; Macfarlane, M.; Reymond, M.; Verstraeten, T.; Zintgraf, L. M.; Dazeley, R.; Heintz, F.; Howley, E.; Irissappane, A. A.; Mannion, P.; Nowé, A.; Ramos, G.; Restelli, M.; Vamplew, P.; Roijers, D. M.
Truncating Trajectories in Monte Carlo Reinforcement Learning
2023-01-01 Poiani, Riccardo; Metelli, ALBERTO MARIA; Restelli, Marcello
Stepsize Learning for Policy Gradient Methods in Contextual Markov Decision Processes
2023-01-01 Sabbioni, L.; Corda, F.; Restelli, M.
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization
2023-01-01 Mutti, M.; De Santi, R.; Rossi, E.; Calderon, J. F.; Bronstein, M.; Restelli, M.
Towards an AI-Based Framework for Autonomous Design and Construction: Learning from Reinforcement Learning Success in RTS Games
2023-01-01 Elmaraghy, A.; Montali, J.; Restelli, M.; Causone, F.; Ruttico, P.
A Tale of Sampling and Estimation in Discounted Reinforcement Learning
2023-01-01 Metelli, ALBERTO MARIA; Mutti, Mirco; Restelli, Marcello
Risk-averse optimization of reward-based coherent risk measures
2023-01-01 Bonetti, M.; Bisi, L.; Restelli, M.
Dealer markets: A reinforcement learning mean field game approach
2023-01-01 Bernasconi, Martino; Vittori, E.; Trovo, Francesco; Restelli, Marcello
Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice
2023-01-01 Eldowa, Khaled; Cesa-Bianchi, Nicolò; Metelli, Alberto Maria; Restelli, Marcello
Convex Reinforcement Learning in Finite Trials
2023-01-01 Mutti, Mirco; De SANTI, Riccardo; De BARTOLOMEIS, Piersilvio; Restelli, Marcello
The EU-funded I3LUNG Project: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy
2023-01-01 Prelaj, Arsela; Ganzinelli, Monica; Trovo', Francesco; Roisman, Laila C; Pedrocchi, Alessandra Laura Giulia; Kosta, Sokol; Restelli, Marcello; Ambrosini, Emilia; Broggini, Massimo; Pravettoni, Gabriella; Monzani, Dario; Nuara, Alessandro; Amat, Ramon; Spathas, Nikos; Willis, Michael; Pearson, Alexander; Dolezal, James; Mazzeo, Laura; Sangaletti, Sabina; Correa, Ana Maria; Aguaron, Alfonso; Watermann, Iris; Popa, Crina; Raimondi, Giulia; Triulzi, Tiziana; Steurer, Stefan; Lo Russo, Giuseppe; Linardou, Helena; Peled, Nir; Felip, Enriqueta; Reck, Martin; Garassino, Marina Chiara
Tight Performance Guarantees of Imitator Policies with Continuous Actions
2023-01-01 Maran, Davide; Metelli, ALBERTO MARIA; Restelli, Marcello
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
2023-01-01 Poiani, Riccardo; Nobili, Nicole; Metelli, ALBERTO MARIA; Restelli, Marcello
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control
2023-01-01 Likmeta, Amarildo; Sacco, Matteo; Metelli, ALBERTO MARIA; Restelli, Marcello
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems
2023-01-01 Fedeli, Filippo; Metelli, ALBERTO MARIA; Trovo', Francesco; Restelli, Marcello
A COMPUTER IMPLEMENTED METHOD FOR REAL TIME QUANTUM COMPILING BASED ON ARTIFICIAL INTELLIGENCE
2022-01-01 Prati, E.; Moro, L.; Restelli, M.
Learning in Markov Games: can we exploit a general-sum opponent?
2022-01-01 Ramponi, G.; Restelli, M.
AI, Machine Learning e Data Mining
2022-01-01 Bonarini, Andrea; Alippi, Cesare; Colombetti, Marco; Amigoni, Francesco; Boracchi, Giacomo; Caglioti, Vincenzo; Gini, Giuseppina; Loiacono, Daniele; Matteucci, Matteo; Restelli, Marcello; Roveri, Manuel; Schiaffonati, Viola
Advancing drought monitoring via feature extraction and multi-task learning algorithms
2022-01-01 Giuliani, Matteo; Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, ANDREA FRANCESCO
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach
2022-01-01 BERNASCONI de LUCA, Martino; Vittori, E.; Trovo', F.; Restelli, M.
Reward-Free Policy Space Compression for Reinforcement Learning
2022-01-01 Mutti, Mirco; Del COL, Stefano; Restelli, Marcello
Off-Policy Evaluation with Deficient Support Using Side Information
2022-01-01 Felicioni, Nicolò; Ferrari Dacrema, Maurizio; Restelli, Marcello; Cremonesi, Paolo
Unsupervised Reinforcement Learning in Multiple Environments
2022-01-01 Mutti, M.; Mancassola, M.; Restelli, M.
Addressing Non-Stationarity in FX Trading with Online Model Selection of Offline RL Experts
2022-01-01 Riva, A.; Bisi, L.; Liotet, P.; Sabbioni, L.; Vittori, E.; Pinciroli, M.; Trapletti, M.; Restelli, M.
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients
2022-01-01 Prelaj, Arsela; Galli, Edoardo Gregorio; Miskovic, Vanja; Pesenti, Mattia; Viscardi, Giuseppe; Pedica, Benedetta; Mazzeo, Laura; Bottiglieri, Achille; Provenzano, Leonardo; Spagnoletti, Andrea; Marinacci, Roberto; De Toma, Alessandro; Proto, Claudia; Ferrara, Roberto; Brambilla, Marta; Occhipinti, Mario; Manglaviti, Sara; Galli, Giulia; Signorelli, Diego; Giani, Claudia; Beninato, Teresa; Pircher, Chiara Carlotta; Rametta, Alessandro; Kosta, Sokol; Zanitti, Michele; Di Mauro, Maria Rosa; Rinaldi, Arturo; Di Gregorio, Settimio; Antonia, Martinetti; Garassino, Marina Chiara; de Braud, Filippo G M; Restelli, Marcello; Lo Russo, Giuseppe; Ganzinelli, Monica; Trovo, Francesco; Pedrocchi, Alessandra Laura Giulia
An online state of health estimation method for lithium-ion batteries based on time partitioning and data-driven model identification
2022-01-01 Mussi, M.; Pellegrino, L.; Restelli, M.; Trovo', Francesco
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits
2022-01-01 Mussi, M.; Genalti, G.; Trovo, F.; Nuara, A.; Gatti, N.; Restelli, M.
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization
2022-01-01 Liotet, Pierre; Vidaich, Francesco; Metelli, Alberto Maria; Restelli, Marcello
Online joint bid/daily budget optimization of Internet advertising campaigns
2022-01-01 Nuara, A.; Trovo, F.; Gatti, N.; Restelli, M.
Machine Learning Using Real-World and Translational Data to Improve Treatment Selection for NSCLC Patients Treated with Immunotherapy
2022-01-01 Prelaj, Arsela; Boeri, Mattia; Robuschi, Alessandro; Ferrara, Roberto; Proto, Claudia; Lo Russo, Giuseppe; Galli, Giulia; De Toma, Alessandro; Brambilla, Marta; Occhipinti, Mario; Manglaviti, Sara; Beninato, Teresa; Bottiglieri, Achille; Massa, Giacomo; Zattarin, Emma; Gallucci, Rosaria; Galli, Edoardo Gregorio; Ganzinelli, Monica; Sozzi, Gabriella; de Braud, Filippo G M; Garassino, Marina Chiara; Restelli, Marcello; Pedrocchi, Alessandra Laura Giulia; Trovo', Francesco
Stochastic Rising Bandits
2022-01-01 Metelli, ALBERTO MARIA; Trovo', Francesco; Pirola, Matteo; Restelli, Marcello
Smoothing policies and safe policy gradients
2022-01-01 Papini, M.; Pirotta, M.; Restelli, M.
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