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Alessio Russo
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Year
Optimal algorithms for multiplayer multi-armed bandits
PA Wang, A Proutiere, K Ariu, Y Jedra, A Russo
International Conference on Artificial Intelligence and Statistics, 4120-4129, 2020
752020
Towards optimal attacks on reinforcement learning policies
A Russo, A Proutiere
2021 American Control Conference (ACC), 4561-4567, 2021
51*2021
Poisoning attacks against data-driven control methods
A Russo, A Proutiere
2021 American Control Conference (ACC), 3234-3241, 2021
132021
Some ethical issues in the review process of machine learning conferences
A Russo
arXiv preprint arXiv:2106.00810, 2021
82021
Adaptive augmentation of the attitude control system for a multirotor UAV
A Russo
7 th EUROPEAN CONFERENCE FOR AEROSPACE SCIENCES, 2017
82017
Data-driven control and data-poisoning attacks in buildings: the kth live-in lab case study
A Russo, M Molinari, A Proutiere
2021 29th Mediterranean Conference on Control and Automation (MED), 53-58, 2021
72021
Conformal Off-Policy Evaluation in Markov Decision Processes
A Russo, D Foffano, A Proutiere
62nd IEEE Conference on Decision and Control, Dec. 13-15, 2023, Singapore, 2023
6*2023
Adaptive augmentation of the attitude control system for a multirotor unmanned aerial vehicle
G Bressan, A Russo, D Invernizzi, M Giurato, S Panza, M Lovera
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2020
62020
Self-tuning tube-based model predictive control
D Tranos, A Russo, A Proutiere
2023 American Control Conference (ACC), 3626-3632, 2023
52023
Tube-based zonotopic data-driven predictive control
A Russo, A Proutiere
2023 American Control Conference (ACC), 3845-3851, 2023
52023
Balancing detectability and performance of attacks on the control channel of markov decision processes
A Russo, A Proutiere
2022 American Control Conference (ACC), 2843-2850, 2022
52022
Adaptive control of multirotor UAVs
A Russo
Italy, 2016
42016
Analysis and detectability of offline data poisoning attacks on linear dynamical systems
A Russo
Learning for Dynamics and Control Conference, 1086-1098, 2023
32023
What influences occupants’ behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab
M Farjadnia, A Fontan, A Russo, KH Johansson, M Molinari
2023 IEEE Conference on Control Technology and Applications (CCTA), 752-758, 2023
22023
Model Based Residual Policy Learning with Applications to Antenna Control
VE Möllerstedt, A Russo, M Bouton
arXiv preprint arXiv:2211.08796, 2022
22022
Minimizing information leakage of abrupt changes in stochastic systems
A Russo, A Proutiere
2021 60th IEEE Conference on Decision and Control (CDC), 2750-2757, 2021
22021
Model-Free Active Exploration in Reinforcement Learning
A Russo, A Proutiere
Advances in Neural Information Processing Systems 36, 2024
12024
On the sample complexity of representation learning in multi-task bandits with global and local structure
A Russo, A Proutiere
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9658-9667, 2023
12023
Efficient Exploration and Robustness in Controlled Dynamical Systems
A Russo
KTH Royal Institute of Technology, 2023
12023
Analysis of Attacks on Controlled Stochastic Systems
A Russo
KTH Royal Institute of Technology, 2022
12022
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