CERVELLERA, CRISTIANO
CERVELLERA, CRISTIANO
Istituto di iNgegneria del Mare - INM (ex INSEAN)
Ensemble Aggregation Approaches for Functional Optimization
2024 Cervellera, Cristiano; Maccio', Danilo; Marcello Sanguineti, And
Model Predictive Control of Port–City Traffic Interactions Over Shared Urban Infrastructure
2024 Cervellera, Cristiano; Maccio', Danilo; Rebora, Francesco
Model-Predictive Control of Traffic Emissions in Port-City Environments
2024 Cervellera, Cristiano; Maccio', Danilo
Optimized ensemble value function approximation for dynamic programming
2023 Cervellera, Cristiano
Receding-horizon dynamic optimization of port-city traffic interactions over shared urban infrastructure
2023 Cervellera, C; Macciò, D; Rebora, F
Voronoi recursive binary trees for the optimization of nonlinear functionals
2023 Cervellera, C; Macciò, D; Rebora, F
An imitation learning approach for the control of a low-cost low-accuracy robotic arm for unstructured environments
2022 Bonsignorio, Fabio; Cervellera, Cristiano; Maccio, Danilo; Zereik, Enrica
Copula-based scenario generation for urban traffic models
2022 Cervellera, Cristiano; Maccio', Danilo; Rebora, Francesco
Echo state network ensembles for surrogate models with an application to urban mobility
2022 Cervellera, Cristiano; Macciò, Danilo; Rebora, Francesco
Deep Learning and Low-discrepancy Sampling for Surrogate Modeling with an Application to Urban Traffic Simulation
2021 Cervellera, Cristiano; Macciò, Danilo; Rebora, Francesco
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models
2021 Cervellera, Cristiano; Macciò, Danilo; Rebora, Francesco
Policy optimization for berth allocation problems
2021 Cervellera, C; Gaggero, M; Maccio, D
A preliminary experiment combining marine robotics and citizenship engagement using imitation learning
2020 Odetti, A; Bibuli, M; Bruzzone, G; Cervellera, C; Ferretti, R; Gaggero, M; Zereik, E; Caccia, M
Evolution of Autonomous Surface Vehicles
2020 Bibuli, Marco; Bruzzone, Gabriele; Caccia, Massimo; Cervellera, Cristiano; Ferretti, Roberta; Gaggero, Mauro; Odetti, Angelo; Zereik, Enrica; Viviani, Michele; Altosole, Marco
Learning Robustly Stabilizing Explicit Model Predictive Controllers: A Non-Regular Sampling Approach
2020 Cervellera, Cristiano; Maccio, Danilo; Parisini, Thomas
Voronoi tree models for distribution-preserving sampling and generation
2020 Cervellera, Cristiano; Maccio, Danilo
A receding horizon approach for berth allocation based on random search optimization
2019 C. Cervellera; M. Gaggero; D. Macciò
An improved load flow method for MV networks based on LV load measurements and estimations
2019 Cataliotti, A; Cervellera, C; Cosentino, V; DI CARA, Dario; Gaggero, M; Macciò, D; Marsala, G; Ragusa, A; Tinè, G
Gradient Boosting with Extreme Learning Machines for the Optimization of Nonlinear Functionals
2019 Cervellera, C; Macciò, D
Distribution-Preserving Stratified Sampling for Learning Problems
2018 Cervellera, Cristiano; Maccio, Danilo