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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Trans. Appl. Percept. ![In: ACM Trans. Appl. Percept. 2(3), pp. 346-382, 2005. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.10282, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli |
Inverse Reinforcement Learning with Sub-optimal Experts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.03857, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli |
Performance Improvement Bounds for Lipschitz Configurable Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.13821, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli |
No-Regret Reinforcement Learning in Smooth MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.03792, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli |
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.15392, 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 15402-15410, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli |
Recent Advancements in Inverse Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 22680, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
30 | Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti 0001, Alberto Maria Metelli |
Autoregressive Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 937-945, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
|
30 | Paolo Battellani, Alberto Maria Metelli, Francesco Trovò |
Dissimilarity Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3637-3645, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
|
30 | Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli |
ARLO: A framework for Automated Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 224, pp. 119883, August 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.06936, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli |
Nonlinear Feature Aggregation: Two Algorithms driven by Theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.11143, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli |
Best Arm Identification for Stochastic Rising Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.07510, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli |
Truncating Trajectories in Monte Carlo Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.04361, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli |
Causal Feature Selection via Transfer Entropy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.11059, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.12869, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli |
Towards Theoretical Understanding of Inverse Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.12966, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli, Mirco Mutti, Marcello Restelli |
A Tale of Sampling and Estimation in Discounted Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.05073, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Paolo Bonetti, Alberto Maria Metelli, Marcello Restelli |
Interpretable Linear Dimensionality Reduction based on Bias-Variance Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.14734, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli |
Pure Exploration under Mediators' Feedback. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.15552, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.08102, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.02975, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.02378, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks Learn. Syst. ![In: IEEE Trans. Neural Networks Learn. Syst. 34(10), pp. 6813-6823, October 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UAI ![In: Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA., pp. 1423-1433, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ITW ![In: IEEE Information Theory Workshop, ITW 2023, Saint-Malo, France, April 23-28, 2023, pp. 30-35, 2023, IEEE, 979-8-3503-0149-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 8782-8790, 2023, AAAI Press, 978-1-57735-880-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Davide Maran, Alberto Maria Metelli, Marcello Restelli |
Tight Performance Guarantees of Imitator Policies with Continuous Actions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 9073-9080, 2023, AAAI Press, 978-1-57735-880-0. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 9668-9676, 2023, AAAI Press, 978-1-57735-880-0. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Riccardo Zamboni, Alberto Maria Metelli, Marcello Restelli |
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Riccardo Poiani, Nicole Nobili, Alberto Maria Metelli, Marcello Restelli |
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli |
Towards Theoretical Understanding of Inverse Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 24555-24591, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli |
Truncating Trajectories in Monte Carlo Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 27994-28042, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Marco Mussi, Alberto Maria Metelli, Marcello Restelli |
Dynamical Linear Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 25563-25587, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Mirco Mutti, Marcello Restelli |
A Tale of Sampling and Estimation in Discounted Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 4575-4601, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli |
A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Intelligenza Artificiale ![In: Intelligenza Artificiale 16(2), pp. 165-184, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli, Guglielmo Manneschi, Marcello Restelli |
Policy space identification in configurable environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 111(6), pp. 2093-2145, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti 0001, Alberto Maria Metelli |
Autoregressive Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.06251, 2022. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.11620, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Marco Mussi, Alberto Maria Metelli, Marcello Restelli |
Dynamical Linear Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.08997, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli |
ARLO: A Framework for Automated Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.10416, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli |
Stochastic Rising Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.03798, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli |
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.03851, 2022. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.12509, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Davide Maran, Alberto Maria Metelli, Marcello Restelli |
Tight Performance Guarantees of Imitator Policies with Continuous Actions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.03922, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli, Marcello Restelli |
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pp. 7525-7533, 2022, AAAI Press, 978-1-57735-876-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli |
Multi-Fidelity Best-Arm Identification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
30 | Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli |
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pp. 1-9, 2022, IEEE, 978-1-7281-8671-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
30 | Manuel Occorso, Luca Sabbioni, Alberto Maria Metelli, Marcello Restelli |
Trust Region Meta Learning for Policy Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Meta-Knowledge Transfer @ ECML/PKDD ![In: ECML/PKDD Workshop on Meta-Knowledge Transfer, 23 September 2022, Grenoble, France, pp. 62-74, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli |
Stochastic Rising Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA., pp. 15421-15457, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
30 | Angelo Damiani, Giorgio Manganini, Alberto Maria Metelli, Marcello Restelli |
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA., pp. 4618-4629, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli |
Exploiting environment configurability in reinforcement learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
|
2022 |
DOI RDF |
|
30 | Alberto Maria Metelli, Matteo Pirotta, Daniele Calandriello, Marcello Restelli |
Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 22, pp. 97:1-97:83, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 110(9), pp. 2541-2576, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
30 | Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli, Marcello Restelli |
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2112.06625, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro, Marcello Restelli |
Policy Optimization as Online Learning with Mediator Feedback. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 8958-8966, 2021, AAAI Press, 978-1-57735-866-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
30 | Giorgia Ramponi, Alberto Maria Metelli, Alessandro Concetti, Marcello Restelli |
Learning in Non-Cooperative Configurable Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 22808-22821, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Alessio Russo, Marcello Restelli |
Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 8119-8132, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Giorgia Ramponi, Alessandro Concetti, Marcello Restelli |
Provably Efficient Learning of Transferable Rewards. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 7665-7676, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Matteo Papini, Nico Montali, Marcello Restelli |
Importance Sampling Techniques for Policy Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 21, pp. 141:1-141:75, 2020. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Intelligenza Artificiale ![In: Intelligenza Artificiale 14(1), pp. 117-150, 2020. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.06836, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro, Marcello Restelli |
Policy Optimization as Online Learning with Mediator Feedback. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.08225, 2020. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Robotics Auton. Syst. ![In: Robotics Auton. Syst. 131, pp. 103568, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
30 | Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni, Matteo Papini, Marcello Restelli |
Gradient-Aware Model-Based Policy Search. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020., pp. 3801-3808, 2020, AAAI Press, 978-1-57735-823-7. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event., pp. 6862-6873, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy], pp. 2359-2369, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
|
30 | Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli |
Feature Selection via Mutual Information: New Theoretical Insights. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1907.07384, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Guglielmo Manneschi, Marcello Restelli |
Policy Space Identification in Configurable Environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1909.03984, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni, Matteo Papini, Marcello Restelli |
Gradient-Aware Model-based Policy Search. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1909.04115, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Amarildo Likmeta, Marcello Restelli |
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada., pp. 4335-4347, 2019. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli |
Feature Selection via Mutual Information: New Theoretical Insights. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pp. 1-9, 2019, IEEE, 978-1-7281-1985-4. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP DOI BibTeX RDF |
|
30 | Alberto Maria Metelli, Emanuele Ghelfi, Marcello Restelli |
Reinforcement Learning in Configurable Continuous Environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, pp. 4546-4555, 2019, PMLR. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Matteo Papini, Alberto Maria Metelli, Lorenzo Lupo, Marcello Restelli |
Optimistic Policy Optimization via Multiple Importance Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, pp. 4989-4999, 2019, PMLR. The full citation details ...](Pics/full.jpeg) |
2019 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Mirco Mutti, Marcello Restelli |
Configurable Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1806.05415, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Matteo Papini, Francesco Faccio, Marcello Restelli |
Policy Optimization via Importance Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1809.06098, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Matteo Papini, Francesco Faccio, Marcello Restelli |
Policy Optimization via Importance Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada., pp. 5447-5459, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
30 | Alberto Maria Metelli, Mirco Mutti, Marcello Restelli |
Configurable Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018, pp. 3488-3497, 2018, PMLR. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
30 | Silvia Metelli |
New edge activity and anomaly detection in a large computer network ![Search on Bibsonomy](Pics/bibsonomy.png) |
|
2018 |
DOI RDF |
|
30 | Alberto Maria Metelli, Matteo Pirotta, Marcello Restelli |
Compatible Reward Inverse Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NIPS ![In: Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, pp. 2050-2059, 2017. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
XP Workshops ![In: Proceedings of the Scientific Workshop Proceedings of XP2016, Edinburgh, Scotland, UK, May 24, 2016, pp. 21, 2016, ACM, 978-1-4503-4134-9. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
30 | Claudia Raibulet, Alberto Leporati, Andrea Metelli |
Self-Protection Mechanisms for Web Applications - A Case Study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ENASE ![In: ENASE 2016 - Proceedings of the 11th International Conference on Evaluation of Novel Approaches to Software Engineering, Rome, Italy 27-28 April, 2016., pp. 181-188, 2016, SciTePress, 978-989-758-189-2. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
30 | Silvia Metelli, Nicholas A. Heard |
Model-based clustering and new edge modelling in large computer networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISI ![In: IEEE Conference on Intelligence and Security Informatics, ISI 2016, Tucson, AZ, USA, September 28-30, 2016, pp. 91-96, 2016, IEEE, 978-1-5090-3865-7. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
30 | Clorinda De Vivo, Claudia Metelli |
A condition of indecomposability for Butler \(\mathrm B (n)\) -groups. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Period. Math. Hung. ![In: Period. Math. Hung. 69(1), pp. 53-60, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
30 | Silvia Metelli, Nicholas A. Heard |
Modelling New Edge Formation in a Computer Network through Bayesian Variable Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
JISIC ![In: IEEE Joint Intelligence and Security Informatics Conference, JISIC 2014, The Hague, The Netherlands, 24-26 September, 2014, pp. 272-275, 2014, IEEE, 978-1-4799-6363-8. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|