Matteo Pirotta

Policy gradient in Lipschitz Markov Decision Processes

Matteo Pirotta, Marcello Restelli, Luca Bascetta · Machine Learning · 2015 · 63 citations · Full text

Business, Mathematics, Markov Decision Processes +13

Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes

Ronan Fruit, Matteo Pirotta, Alessandro Lazaric · arXiv (Cornell University) · 2018 · 58 citations · Full text

Business, Decision Sciences, Algorithms +12

Policy gradient approaches for multi-objective sequential decision making

Simone Parisi, Matteo Pirotta, Nicola Smacchia et al. · 2014 · 57 citations

Business, Computer Science, Decision Sciences +13

Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation

Simone Parisi, Matteo Pirotta, Marcello Restelli · Journal of Artificial Intelligence Research · 2016 · 51 citations · Full text

Natural Sciences, Mathematics, Machine Learning +12

Adaptive Step-Size for Policy Gradient Methods

Matteo Pirotta, Marcello Restelli, Luca Bascetta · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2013 · 48 citations · Full text

Engineering, Computer Science, Motor Control +14