RESTELLI, MARCELLO
RESTELLI, MARCELLO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run
2013-01-01 Castelletti, ANDREA FRANCESCO; Pianosi, Francesca; Restelli, Marcello
A practical guide to multi-objective reinforcement learning and planning
2022-01-01 Hayes, C. F.; Radulescu, R.; Bargiacchi, E.; Kallstrom, J.; Macfarlane, M.; Reymond, M.; Verstraeten, T.; Zintgraf, L. M.; Dazeley, R.; Heintz, F.; Howley, E.; Irissappane, A. A.; Mannion, P.; Nowe, A.; Ramos, G.; Restelli, M.; Vamplew, P.; Roijers, D. 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
A voltage dynamic-based state of charge estimation method for batteries storage systems
2021-01-01 Mussi, M.; Pellegrino, L.; Restelli, M.; Trovò, Francesco
Abstract PO-065: Artificial intelligence to improve selection for NSCLC patients treated with immunotherapy
2021-01-01 Prelaj, Arsela; Boeri, Mattia; Robuschi, Alessandro; Proto, Claudia; Russo, Giuseppe Lo; Ferrara, Roberto; Galli, Giulia; De Toma, Alessandro; Brambilla, Marta; Occhipinti, Mario; Manglaviti, Sara; Labianca, Alice; Beninato, Teresa; Bini, Marta; Mensah, Mavis; Ganzinelli, Monica; Zilembo, Nicoletta; de Braud, Filippo; Sozzi, Gabriella; Restelli, Marcello; Pedrocchi, Alessandra; Garassino, Marina Chiara; Trovo, Francesco
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
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
ARLO: A framework for Automated Reinforcement Learning
2023-01-01 Mussi, Marco; Lombarda, Davide; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
Coherent transport of quantum states by deep reinforcement learning
2019-01-01 Porotti, Riccardo; Tamascelli, Dario; Restelli, Marcello; Prati, Enrico
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving
2020-01-01 Likmeta, Amarildo; Metelli, ALBERTO MARIA; Tirinzoni, Andrea; Giol, Riccardo; Restelli, Marcello; Romano, Danilo
Concepts and fuzzy models for behavior-based robotics
2006-01-01 Bonarini, Andrea; Matteucci, Matteo; Restelli, Marcello
Convex Reinforcement Learning in Finite Trials
2023-01-01 Mutti, Mirco; De SANTI, Riccardo; De BARTOLOMEIS, Piersilvio; Restelli, Marcello
Data-driven dynamic emulation modelling for the optimal management of environmental systems
2012-01-01 Castelletti, ANDREA FRANCESCO; Galelli, Stefano; Restelli, Marcello; SONCINI SESSA, Rodolfo
Data-driven indicators for the detection and prediction of stuck-pipe events in oil&gas drilling operations
2021-01-01 Brankovic, A.; Matteucci, M.; Restelli, M.; Ferrarini, L.; Piroddi, L.; Spelta, A.; Zausa, F.
Dealer markets: A reinforcement learning mean field game approach
2023-01-01 Bernasconi, Martino; Vittori, E.; Trovo, Francesco; Restelli, Marcello
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems
2021-01-01 Likmeta, A.; Metelli, A. M.; Ramponi, G.; Tirinzoni, A.; Giuliani, M.; Restelli, M.
Extensive-form games with heterogeneous populations: solution concepts, equilibria characterization, learning dynamics
2016-01-01 Gatti, Nicola; Restelli, Marcello; Panozzo, Fabio
Gaussian approximation for bias reduction in Q-learning
2021-01-01 D'Eramo, C.; Cini, A.; Nuara, A.; Pirotta, M.; Alippi, C.; Peters, J.; Restelli, M.
Importance Sampling Techniques for Policy Optimization
2020-01-01 Metelli, ALBERTO MARIA; Papini, Matteo; Montali, Nico; Restelli, Marcello
Improving multi-armed bandit algorithms in online pricing settings
2018-01-01 Trovò, Francesco; Paladino, Stefano; Restelli, Marcello; Gatti, Nicola