Concepedia
Statistics
Publications
27
Citations
741
H-Index
18
Active since
2013
Affiliations
Politecnico di Milano(Current)
Meta (Israel)
Bioengineering Center
Afterschool Alliance
Technical University of Darmstadt
Matteo Pirotta is an author at Politecnico di Milano specializing in engineering, computer science, and artificial intelligence.
Top concepts
EngineeringComputer ScienceMachine LearningArtificial IntelligenceRobot LearningOperations ResearchDecision TheoryMathematical ProgrammingData ScienceStochastic Optimization
Publications per year
2013–2022
Policy gradient in Lipschitz Markov Decision Processes
Matteo Pirotta, Marcello Restelli, Luca Bascetta · Machine Learning · 2015 · 60 citations · Full text
Engineering, Policy Gradient, Sequential Decision Making +3
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric · arXiv (Cornell University) · 2018 · 58 citations · Full text
Policy gradient approaches for multi-objective sequential decision making
Simone Parisi, Matteo Pirotta, Nicola Smacchia et al. · 2014 · 56 citations
Artificial Intelligence, Mathematical Programming, Policy Gradient Algorithms +15
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation
Simone Parisi, Matteo Pirotta, Marcello Restelli · Journal of Artificial Intelligence Research · 2016 · 47 citations · Full text
Artificial Intelligence, Model Optimization, Pareto Frontier +13
Manifold-based multi-objective policy search with sample reuse
Simone Parisi, Matteo Pirotta, Jan Peters · Neurocomputing · 2017 · 46 citations
Artificial Intelligence, Mathematical Programming, Engineering +8
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