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 | 75 | 2020 |
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 | 13 | 2021 |
Some ethical issues in the review process of machine learning conferences A Russo arXiv preprint arXiv:2106.00810, 2021 | 8 | 2021 |
Adaptive augmentation of the attitude control system for a multirotor UAV A Russo 7 th EUROPEAN CONFERENCE FOR AEROSPACE SCIENCES, 2017 | 8 | 2017 |
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 | 7 | 2021 |
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 | 6 | 2020 |
Self-tuning tube-based model predictive control D Tranos, A Russo, A Proutiere 2023 American Control Conference (ACC), 3626-3632, 2023 | 5 | 2023 |
Tube-based zonotopic data-driven predictive control A Russo, A Proutiere 2023 American Control Conference (ACC), 3845-3851, 2023 | 5 | 2023 |
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 | 5 | 2022 |
Adaptive control of multirotor UAVs A Russo Italy, 2016 | 4 | 2016 |
Analysis and detectability of offline data poisoning attacks on linear dynamical systems A Russo Learning for Dynamics and Control Conference, 1086-1098, 2023 | 3 | 2023 |
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 | 2 | 2023 |
Model Based Residual Policy Learning with Applications to Antenna Control VE Möllerstedt, A Russo, M Bouton arXiv preprint arXiv:2211.08796, 2022 | 2 | 2022 |
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 | 2 | 2021 |
Model-Free Active Exploration in Reinforcement Learning A Russo, A Proutiere Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
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 | 1 | 2023 |
Efficient Exploration and Robustness in Controlled Dynamical Systems A Russo KTH Royal Institute of Technology, 2023 | 1 | 2023 |
Analysis of Attacks on Controlled Stochastic Systems A Russo KTH Royal Institute of Technology, 2022 | 1 | 2022 |