Giorgio Manganini

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Optimal Control

Efficient Optimization

Anomaly Detection

Top Venues

IEEE Trans. Cybern.

Publications

Matteo Papini, Giorgio Manganini, Alberto Maria Metelli, Marcello Restelli
Policy Gradient with Active Importance Sampling. CoRR (2024)
Francesco Grassi, Giorgio Manganini, Konstantinos I. Kouramas
Graph-based Data Mining, Pattern Recognition and Anomaly Detection for Intelligent Energy Networks. Comput. Ind. Eng. 193 (2024)
Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini
pactus: A Python framework for trajectory classification. J. Open Source Softw. 8 (90) (2023)
Giorgio Manganini, Simone Fioravanti, Giorgia Ramponi
Newton-based Policy Search for Networked Multi-agent Reinforcement Learning. CDC (2022)
Angelo Damiani, Giorgio Manganini, Alberto Maria Metelli, Marcello Restelli
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning. ICML (2022)
Francesco Grassi, Giorgio Manganini, Michele Garraffa, Laura Mainini
Resource Aware Multifidelity Active Learning for Efficient Optimization. CoRR (2020)
Giorgio Manganini, Stefano Riverso, Konstantinos I. Kouramas
A graph-based optimization framework for the Energy Management of District Systems. CDC (2019)
Giorgio Manganini, Alessandro Falsone, Jan Siroky, Maria Prandini
A data-based approach to power capacity optimization. CDC (2017)
Giorgio Manganini, Matteo Pirotta, Marcello Restelli, Luigi Piroddi, Maria Prandini
Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme. IEEE Trans. Cybern. 46 (11) (2016)
Giorgio Manganini, Luigi Piroddi, Maria Prandini
A classification-based approach to the optimal control of affine switched systems. CDC (2015)
Giorgio Manganini, Matteo Pirotta, Marcello Restelli, Luca Bascetta
Following Newton direction in Policy Gradient with parameter exploration. IJCNN (2015)
Danilo Caporale, Luca Deori, Roberto Mura, Alessandro Falsone, Riccardo Vignali, Luca Giulioni, Matteo Pirotta, Giorgio Manganini
Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement. ECC (2015)
Giorgio Manganini, Alessandro Falsone, Maria Prandini
A majority voting classifier with probabilistic guarantees. CCA (2015)