Marcello Restelli

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2022 · 294 citations · Full text

Tree‐based reinforcement learning for optimal water reservoir operation

Andrea Castelletti, Stefano Galelli, Marcello Restelli et al. · Water Resources Research · 2010 · 182 citations · Full text

Continuous Approximation, Coarse Discretization Grid, Engineering +18

Transfer of samples in batch reinforcement learning

Alessandro Lazaric, Marcello Restelli, Andrea Bonarini · 2008 · 167 citations

Artificial Intelligence, Engineering, Machine Learning +18

Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods

Alessandro Lazaric, Marcello Restelli, Andrea Bonarini · 2007 · 115 citations

A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run

Andrea Castelletti, Francesca Pianosi, Marcello Restelli · Water Resources Research · 2013 · 108 citations

Artificial Intelligence, Mathematical Programming, Pareto Frontier Approximation +19