Search results for "Metelli"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
69	Roland W. Fleming, Heinrich H. Bülthoff	Low-Level Image Cues in the Perception of Translucent Materials.	ACM Trans. Appl. Percept.	2005	DBLP DOI BibTeX RDF	Metelli, material perception, illumination, transparency, translucency, image statistics, Human visual perception
30	Khaled Eldowa, Nicolò Cesa-Bianchi, Alberto Maria Metelli, Marcello Restelli	Information Capacity Regret Bounds for Bandits with Mediator Feedback.	CoRR	2024	DBLP DOI BibTeX RDF
30	Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli	Inverse Reinforcement Learning with Sub-optimal Experts.	CoRR	2024	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli	Performance Improvement Bounds for Lipschitz Configurable Markov Decision Processes.	CoRR	2024	DBLP DOI BibTeX RDF
30	Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli	No-Regret Reinforcement Learning in Smooth MDPs.	CoRR	2024	DBLP DOI BibTeX RDF
30	Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli	Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms.	CoRR	2024	DBLP DOI BibTeX RDF
30	Théo Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters 0001, Marcello Restelli, Carlo D'Eramo	Parameterized Projected Bellman Operator.	AAAI	2024	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli	Recent Advancements in Inverse Reinforcement Learning.	AAAI	2024	DBLP DOI BibTeX RDF
30	Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti 0001, Alberto Maria Metelli	Autoregressive Bandits.	AISTATS	2024	DBLP BibTeX RDF
30	Paolo Battellani, Alberto Maria Metelli, Francesco Trovò	Dissimilarity Bandits.	AISTATS	2024	DBLP BibTeX RDF
30	Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli	ARLO: A framework for Automated Reinforcement Learning.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
30	Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli	An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes.	CoRR	2023	DBLP DOI BibTeX RDF
30	Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli	Nonlinear Feature Aggregation: Two Algorithms driven by Theory.	CoRR	2023	DBLP DOI BibTeX RDF
30	Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli	Best Arm Identification for Stochastic Rising Bandits.	CoRR	2023	DBLP DOI BibTeX RDF
30	Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli	Truncating Trajectories in Monte Carlo Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
30	Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli	Causal Feature Selection via Transfer Entropy.	CoRR	2023	DBLP DOI BibTeX RDF
30	Théo Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters 0001, Marcello Restelli, Carlo D'Eramo	Parameterized Projected Bellman Operator.	CoRR	2023	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli	Towards Theoretical Understanding of Inverse Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Mirco Mutti, Marcello Restelli	A Tale of Sampling and Estimation in Discounted Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
30	Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli	Interpretable Linear Dimensionality Reduction based on Bias-Variance Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
30	Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli	Pure Exploration under Mediators' Feedback.	CoRR	2023	DBLP DOI BibTeX RDF
30	Khaled Eldowa, Nicolò Cesa-Bianchi, Alberto Maria Metelli, Marcello Restelli	Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice.	CoRR	2023	DBLP DOI BibTeX RDF
30	Gianmarco Genalti, Lupo Marsigli, Nicola Gatti 0001, Alberto Maria Metelli	Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits.	CoRR	2023	DBLP DOI BibTeX RDF
30	Amarildo Likmeta, Matteo Sacco, Alberto Maria Metelli, Marcello Restelli	Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control.	CoRR	2023	DBLP DOI BibTeX RDF
30	Filippo Fedeli, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli	IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Samuele Meta, Marcello Restelli	On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation.	UAI	2023	DBLP BibTeX RDF
30	Khaled Eldowa, Nicolò Cesa-Bianchi, Alberto Maria Metelli, Marcello Restelli	Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice.	ITW	2023	DBLP DOI BibTeX RDF
30	Amarildo Likmeta, Matteo Sacco, Alberto Maria Metelli, Marcello Restelli	Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control.	AAAI	2023	DBLP DOI BibTeX RDF
30	Davide Maran, Alberto Maria Metelli, Marcello Restelli	Tight Performance Guarantees of Imitator Policies with Continuous Actions.	AAAI	2023	DBLP DOI BibTeX RDF
30	Luca Sabbioni, Luca Al Daire, Lorenzo Bisi, Alberto Maria Metelli, Marcello Restelli	Simultaneously Updating All Persistence Values in Reinforcement Learning.	AAAI	2023	DBLP DOI BibTeX RDF
30	Riccardo Zamboni, Alberto Maria Metelli, Marcello Restelli	Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning.	NeurIPS	2023	DBLP BibTeX RDF
30	Riccardo Poiani, Nicole Nobili, Alberto Maria Metelli, Marcello Restelli	Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach.	NeurIPS	2023	DBLP BibTeX RDF
30	Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli	Towards Theoretical Understanding of Inverse Reinforcement Learning.	ICML	2023	DBLP BibTeX RDF
30	Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli	Truncating Trajectories in Monte Carlo Reinforcement Learning.	ICML	2023	DBLP BibTeX RDF
30	Marco Mussi, Alberto Maria Metelli, Marcello Restelli	Dynamical Linear Bandits.	ICML	2023	DBLP BibTeX RDF
30	Alberto Maria Metelli, Mirco Mutti, Marcello Restelli	A Tale of Sampling and Estimation in Discounted Reinforcement Learning.	AISTATS	2023	DBLP BibTeX RDF
30	Alberto Maria Metelli	A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators.	Intelligenza Artificiale	2022	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Guglielmo Manneschi, Marcello Restelli	Policy space identification in configurable environments.	Mach. Learn.	2022	DBLP DOI BibTeX RDF
30	Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti 0001, Alberto Maria Metelli	Autoregressive Bandits.	CoRR	2022	DBLP DOI BibTeX RDF
30	Luca Sabbioni, Luca Al Daire, Lorenzo Bisi, Alberto Maria Metelli, Marcello Restelli	Simultaneously Updating All Persistence Values in Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
30	Marco Mussi, Alberto Maria Metelli, Marcello Restelli	Dynamical Linear Bandits.	CoRR	2022	DBLP DOI BibTeX RDF
30	Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli	ARLO: A Framework for Automated Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli	Stochastic Rising Bandits.	CoRR	2022	DBLP DOI BibTeX RDF
30	Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli	Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management.	CoRR	2022	DBLP DOI BibTeX RDF
30	Riccardo Poiani, Ciprian Stirbu, Alberto Maria Metelli, Marcello Restelli	Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs.	CoRR	2022	DBLP DOI BibTeX RDF
30	Davide Maran, Alberto Maria Metelli, Marcello Restelli	Tight Performance Guarantees of Imitator Policies with Continuous Actions.	CoRR	2022	DBLP DOI BibTeX RDF
30	Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli, Marcello Restelli	Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization.	AAAI	2022	DBLP DOI BibTeX RDF
30	Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli	Multi-Fidelity Best-Arm Identification.	NeurIPS	2022	DBLP BibTeX RDF
30	Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli	Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management.	IJCNN	2022	DBLP DOI BibTeX RDF
30	Manuel Occorso, Luca Sabbioni, Alberto Maria Metelli, Marcello Restelli	Trust Region Meta Learning for Policy Optimization.	Meta-Knowledge Transfer @ ECML/PKDD	2022	DBLP BibTeX RDF
30	Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli	Stochastic Rising Bandits.	ICML	2022	DBLP BibTeX RDF
30	Angelo Damiani, Giorgio Manganini, Alberto Maria Metelli, Marcello Restelli	Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning.	ICML	2022	DBLP BibTeX RDF
30	Alberto Maria Metelli	Exploiting environment configurability in reinforcement learning.		2022	DOI RDF
30	Alberto Maria Metelli, Matteo Pirotta, Daniele Calandriello, Marcello Restelli	Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
30	Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi, Andrea Tirinzoni, Matteo Giuliani, Marcello Restelli	Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems.	Mach. Learn.	2021	DBLP DOI BibTeX RDF
30	Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli, Marcello Restelli	Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization.	CoRR	2021	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro, Marcello Restelli	Policy Optimization as Online Learning with Mediator Feedback.	AAAI	2021	DBLP DOI BibTeX RDF
30	Giorgia Ramponi, Alberto Maria Metelli, Alessandro Concetti, Marcello Restelli	Learning in Non-Cooperative Configurable Markov Decision Processes.	NeurIPS	2021	DBLP BibTeX RDF
30	Alberto Maria Metelli, Alessio Russo, Marcello Restelli	Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning.	NeurIPS	2021	DBLP BibTeX RDF
30	Alberto Maria Metelli, Giorgia Ramponi, Alessandro Concetti, Marcello Restelli	Provably Efficient Learning of Transferable Rewards.	ICML	2021	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Papini, Nico Montali, Marcello Restelli	Importance Sampling Techniques for Policy Optimization.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Pirotta, Marcello Restelli	On the use of the policy gradient and Hessian in inverse reinforcement learning.	Intelligenza Artificiale	2020	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi, Luca Sabbioni, Marcello Restelli	Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning.	CoRR	2020	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro, Marcello Restelli	Policy Optimization as Online Learning with Mediator Feedback.	CoRR	2020	DBLP BibTeX RDF
30	Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Riccardo Giol, Marcello Restelli, Danilo Romano	Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving.	Robotics Auton. Syst.	2020	DBLP DOI BibTeX RDF
30	Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni, Matteo Papini, Marcello Restelli	Gradient-Aware Model-Based Policy Search.	AAAI	2020	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi, Luca Sabbioni, Marcello Restelli	Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning.	ICML	2020	DBLP BibTeX RDF
30	Giorgia Ramponi, Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Marcello Restelli	Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions.	AISTATS	2020	DBLP BibTeX RDF
30	Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli	Feature Selection via Mutual Information: New Theoretical Insights.	CoRR	2019	DBLP BibTeX RDF
30	Alberto Maria Metelli, Guglielmo Manneschi, Marcello Restelli	Policy Space Identification in Configurable Environments.	CoRR	2019	DBLP BibTeX RDF
30	Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni, Matteo Papini, Marcello Restelli	Gradient-Aware Model-based Policy Search.	CoRR	2019	DBLP BibTeX RDF
30	Alberto Maria Metelli, Amarildo Likmeta, Marcello Restelli	Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters.	NeurIPS	2019	DBLP BibTeX RDF
30	Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli	Feature Selection via Mutual Information: New Theoretical Insights.	IJCNN	2019	DBLP DOI BibTeX RDF
30	Alberto Maria Metelli, Emanuele Ghelfi, Marcello Restelli	Reinforcement Learning in Configurable Continuous Environments.	ICML	2019	DBLP BibTeX RDF
30	Matteo Papini, Alberto Maria Metelli, Lorenzo Lupo, Marcello Restelli	Optimistic Policy Optimization via Multiple Importance Sampling.	ICML	2019	DBLP BibTeX RDF
30	Alberto Maria Metelli, Mirco Mutti, Marcello Restelli	Configurable Markov Decision Processes.	CoRR	2018	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Papini, Francesco Faccio, Marcello Restelli	Policy Optimization via Importance Sampling.	CoRR	2018	DBLP BibTeX RDF
30	Alberto Maria Metelli, Matteo Papini, Francesco Faccio, Marcello Restelli	Policy Optimization via Importance Sampling.	NeurIPS	2018	DBLP BibTeX RDF
30	Alberto Maria Metelli, Mirco Mutti, Marcello Restelli	Configurable Markov Decision Processes.	ICML	2018	DBLP BibTeX RDF
30	Silvia Metelli	New edge activity and anomaly detection in a large computer network		2018	DOI RDF
30	Alberto Maria Metelli, Matteo Pirotta, Marcello Restelli	Compatible Reward Inverse Reinforcement Learning.	NIPS	2017	DBLP BibTeX RDF
30	Francesca Arcelli Fontana, Riccardo Roveda, Stefano Vittori, Andrea Metelli, Stefano Saldarini, Francesco Mazzei	On evaluating the impact of the refactoring of architectural problems on software quality.	XP Workshops	2016	DBLP DOI BibTeX RDF
30	Claudia Raibulet, Alberto Leporati, Andrea Metelli	Self-Protection Mechanisms for Web Applications - A Case Study.	ENASE	2016	DBLP DOI BibTeX RDF
30	Silvia Metelli, Nicholas A. Heard	Model-based clustering and new edge modelling in large computer networks.	ISI	2016	DBLP DOI BibTeX RDF
30	Clorinda De Vivo, Claudia Metelli	A condition of indecomposability for Butler \(\mathrm B (n)\) -groups.	Period. Math. Hung.	2014	DBLP DOI BibTeX RDF
30	Silvia Metelli, Nicholas A. Heard	Modelling New Edge Formation in a Computer Network through Bayesian Variable Selection.	JISIC	2014	DBLP DOI BibTeX RDF