Andrea Tirinzoni
Andrea Tirinzoni
Verified email at polimi.it - Homepage
Title
Cited by
Cited by
Year
Importance Weighted Transfer of Samples in Reinforcement Learning
A Tirinzoni, A Sessa, M Pirotta, M Restelli
International Conference on Machine Learning, 4936-4945, 2018
162018
Policy-conditioned uncertainty sets for robust Markov decision processes
A Tirinzoni, M Petrik, X Chen, B Ziebart
Advances in Neural Information Processing Systems, 8939-8949, 2018
142018
Transfer of samples in policy search via multiple importance sampling
A Tirinzoni, M Salvini, M Restelli
International Conference on Machine Learning, 6264-6274, 2019
122019
Transfer of value functions via variational methods
A Tirinzoni, RR Sanchez, M Restelli
Advances in Neural Information Processing Systems, 6179-6189, 2018
122018
A Novel Confidence-Based Algorithm for Structured Bandits
A Tirinzoni, A Lazaric, M Restelli
arXiv preprint arXiv:2005.11593, 2020
62020
Gradient-aware model-based policy search
P D'Oro, AM Metelli, A Tirinzoni, M Papini, M Restelli
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3801-3808, 2020
62020
Feature Selection via Mutual Information: New Theoretical Insights
M Beraha, AM Metelli, M Papini, A Tirinzoni, M Restelli
2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019
52019
Sequential transfer in reinforcement learning with a generative model
A Tirinzoni, R Poiani, M Restelli
International Conference on Machine Learning, 9481-9492, 2020
22020
An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits
A Tirinzoni, M Pirotta, M Restelli, A Lazaric
arXiv preprint arXiv:2010.12247, 2020
2020
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving
A Likmeta, AM Metelli, A Tirinzoni, R Giol, M Restelli, D Romano
Robotics and Autonomous Systems 131, 103568, 2020
2020
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions
G Ramponi, A Likmeta, AM Metelli, A Tirinzoni, M Restelli
International Conference on Artificial Intelligence and Statistics, 2359-2369, 2020
2020
Adversarial imitation learning under covariate shift
A TIRINZONI
Italy, 2017
2017
Adversarial Inverse Reinforcement Learning with Changing Dynamics
A TIRINZONI
Politecnico di Milano, 2017
2017
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Articles 1–13