Marcello Restelli
Marcello Restelli
Verified email at polimi.it - Homepage
TitleCited byYear
Tree‐based reinforcement learning for optimal water reservoir operation
A Castelletti, S Galelli, M Restelli, R Soncini‐Sessa
Water Resources Research 46 (9), 2010
1152010
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
1062008
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 andá…, 2005
1012005
Reinforcement learning in continuous action spaces through sequential Monte Carlo methods
A Lazaric, M Restelli, A Bonarini
In: Adv. Neural Information Proc. Systems, 2007
942007
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 Systemsá…, 2004
752004
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
622012
Reinforcement distribution in fuzzy Q-learning
A Bonarini, A Lazaric, F Montrone, M Restelli
Fuzzy sets and systems 160 (10), 1420-1443, 2009
502009
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
452013
Adaptive step-size for policy gradient methods
M Pirotta, M Restelli, L Bascetta
Advances in Neural Information Processing Systems, 1394-1402, 2013
362013
Safe Policy Iteration
M Pirotta, M Restelli, A Pecorino, D Calandriello
Proceedings of the 30th international conference on Machine learning, 307-315, 2013
352013
Transfer from multiple MDPs
A Lazaric, M Restelli
Advances in Neural Information Processing Systems 24, 1746-1754, 2011
322011
Learning to cooperate in multi-agent social dilemmas
EM de Cote, A Lazaric, M Restelli
AAMAS 6, 783-785, 2006
322006
Self-development framework for reinforcement learning agents
A Bonarini, A Lazaric, M Restelli, P Vitali
Proceedings of the Fifth International Conference on Development andá…, 2006
312006
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
262014
Anchoring: do we need new solutions to an old problem or do we have old solutions for a new problem
A Bonarini, M Matteucci, M Restelli
Proceedings of the AAAI Fall Symposium on Anchoring Symbols to Sensor Dataá…, 2001
242001
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
222015
Transfer of task representation in reinforcement learning using policy-based proto-value functions
E Ferrante, A Lazaric, M Restelli
Proceedings of the 7th international joint conference on Autonomous agentsá…, 2008
212008
Incremental skill acquisition for self-motivated learning animats
A Bonarini, A Lazaric, M Restelli
International Conference on Simulation of Adaptive Behavior, 357-368, 2006
202006
Tree-based fitted Q-iteration for multi-objective Markov decision problems
A Castelletti, F Pianosi, M Restelli
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
192012
Tree-based fitted Q-iteration for multi-objective Markov decision processes in water resource management
F Pianosi, A Castelletti, M Restelli
Journal of Hydroinformatics 15 (2), 258-270, 2013
182013
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