Marcello Restelli
Marcello Restelli
Associate Professor, Politecnico di Milano
Bestätigte E-Mail-Adresse bei polimi.it - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Tree‐based reinforcement learning for optimal water reservoir operation
A Castelletti, S Galelli, M Restelli, R Soncini‐Sessa
Water Resources Research 46 (9), 2010
1482010
Transfer of samples in batch reinforcement learning
A Lazaric, M Restelli, A Bonarini
Proceedings of the 25th international conference on Machine learning, 544-551, 2008
1332008
Reinforcement learning in continuous action spaces through sequential Monte Carlo methods
A Lazaric, M Restelli, A Bonarini
In: Adv. Neural Information Proc. Systems, 2007
1152007
Automatic error detection and reduction for an odometric sensor based on two optical mice
A Bonarini, M Matteucci, M Restelli
Proceedings of the 2005 IEEE international conference on robotics and …, 2005
1052005
A kinematic-independent dead-reckoning sensor for indoor mobile robotics
A Bonarini, M Matteucci, M Restelli
2004 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2004
792004
Data-driven dynamic emulation modelling for the optimal management of environmental systems
A Castelletti, S Galelli, M Restelli, R Soncini-Sessa
Environmental Modelling & Software 34, 30-43, 2012
752012
A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run
A Castelletti, F Pianosi, M Restelli
Water Resources Research 49 (6), 3476-3486, 2013
662013
Safe Policy Iteration
M Pirotta, M Restelli, A Pecorino, D Calandriello
Proceedings of the 30th international conference on Machine learning, 307-315, 2013
572013
Reinforcement distribution in fuzzy Q-learning
A Bonarini, A Lazaric, F Montrone, M Restelli
Fuzzy sets and systems 160 (10), 1420-1443, 2009
552009
Adaptive step-size for policy gradient methods
M Pirotta, M Restelli, L Bascetta
Advances in Neural Information Processing Systems, 1394-1402, 2013
532013
Stochastic variance-reduced policy gradient
M Papini, D Binaghi, G Canonaco, M Pirotta, M Restelli
International Conference on Machine Learning, 4023-4032, 2018
452018
Learning to cooperate in multi-agent social dilemmas
EM de Cote, A Lazaric, M Restelli
Proceedings of the fifth international joint conference on Autonomous agents …, 2006
422006
Transfer from multiple MDPs
A Lazaric, M Restelli
Advances in Neural Information Processing Systems 24, 1746-1754, 2011
412011
Policy gradient in Lipschitz Markov Decision Processes
M Pirotta, M Restelli, L Bascetta
Machine Learning 100 (2), 255-283, 2015
372015
Sparse multi-task reinforcement learning
D Calandriello, A Lazaric, M Restelli
Intelligenza Artificiale 9 (1), 5-20, 2015
372015
Multi-objective reinforcement learning with continuous pareto frontier approximation
M Pirotta, S Parisi, M Restelli
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2928-2934, 2015
362015
Policy optimization via importance sampling
AM Metelli, M Papini, F Faccio, M Restelli
Advances in Neural Information Processing Systems, 5442-5454, 2018
332018
Self-development framework for reinforcement learning agents
A Bonarini, A Lazaric, M Restelli, P Vitali
Proceedings of the Fifth International Conference on Development and …, 2006
332006
Policy gradient approaches for multi-objective sequential decision making
S Parisi, M Pirotta, N Smacchia, L Bascetta, M Restelli
2014 International Joint Conference on Neural Networks (IJCNN), 2323-2330, 2014
322014
Estimating the Maximum Expected Value through Gaussian Approximation
C D’Eramo, A Nuara, M Restelli
Proceedings of The 33rd International Conference on Machine Learning, 1032-1040, 2016
262016
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