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Massimo Franceschetti

Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning

Aug 29, 2022
Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti

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* Accepted at International Joint Conferences on Artificial Intelligence (IJCAI) 2022

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Secure-UCB: Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification

Feb 15, 2021
Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti

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Sequential Choice Bandits with Feedback for Personalizing users' experience

Jan 05, 2021
Anshuka Rangi, Massimo Franceschetti, Long Tran-Thanh

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Control Barriers in Bayesian Learning of System Dynamics

Dec 29, 2020
Vikas Dhiman, Mohammad Javad Khojasteh, Massimo Franceschetti, Nikolay Atanasov

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* Submitted to IEEE Transactions on Automatic Control. arXiv admin note: text overlap with arXiv:1912.10116

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Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics

Dec 20, 2019
Mohammad Javad Khojasteh, Vikas Dhiman, Massimo Franceschetti, Nikolay Atanasov

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* Under-review for acceptance in L4DC 2020

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Online learning with feedback graphs and switching costs

Oct 23, 2018
Anshuka Rangi, Massimo Franceschetti

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Distributed Chernoff Test: Optimal decision systems over networks

Sep 12, 2018
Anshuka Rangi, Massimo Franceschetti, Stefano Marano

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* A part of this work has been accepted in ISIT 2018 and CDC 2018

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