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Ugo Rosolia
Ugo Rosolia
Research Scientist at Amazon
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Learning model predictive control for iterative tasks. A Data-Driven Control Framework
U Rosolia, F Borrelli
IEEE Transactions on Automatic Control, 2017
2532017
Autonomous Vehicle Control: A Nonconvex Approach for Obstacle Avoidance
U Rosolia, S De Bruyne, AG Alleyne
IEEE Transactions on Control Systems Technology, 1-16, 2016
1462016
Autonomous racing using learning model predictive control
U Rosolia, A Carvalho, F Borrelli
2017 American Control Conference (ACC), 5115-5120, 2017
1072017
Safety augmented value estimation from demonstrations (saved): Safe deep model-based rl for sparse cost robotic tasks
B Thananjeyan, A Balakrishna, U Rosolia, F Li, R McAllister, JE Gonzalez, ...
IEEE Robotics and Automation Letters 5 (2), 3612-3619, 2020
862020
Learning how to autonomously race a car: a predictive control approach
U Rosolia, F Borrelli
IEEE Transactions on Control Systems Technology 28 (6), 2713-2719, 2019
762019
Data-driven predictive control for autonomous systems
U Rosolia, X Zhang, F Borrelli
Annual Review of Control, Robotics, and Autonomous Systems 1, 259-286, 2018
632018
Autonomous racing using linear parameter varying-model predictive control (LPV-MPC)
E Alcalá, V Puig, J Quevedo, U Rosolia
Control Engineering Practice 95, 104270, 2020
512020
Repetitive learning model predictive control: An autonomous racing example
M Brunner, U Rosolia, J Gonzales, F Borrelli
2017 IEEE 56th annual conference on decision and control (CDC), 2545-2550, 2017
512017
Learning model predictive control for iterative tasks: A computationally efficient approach for linear system
U Rosolia, F Borrelli
IFAC-PapersOnLine 50 (1), 3142-3147, 2017
482017
Adaptive MPC for iterative tasks
M Bujarbaruah, X Zhang, U Rosolia, F Borrelli
2018 IEEE Conference on Decision and Control (CDC), 6322-6327, 2018
472018
Robust learning model predictive control for iterative tasks: Learning from experience
U Rosolia, X Zhang, F Borrelli
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 1157-1162, 2017
322017
Sample-based learning model predictive control for linear uncertain systems
U Rosolia, F Borrelli
2019 IEEE 58th Conference on Decision and Control (CDC), 2702-2707, 2019
312019
Autonomous vehicles on the edge: A survey on autonomous vehicle racing
J Betz, H Zheng, A Liniger, U Rosolia, P Karle, M Behl, V Krovi, ...
IEEE Open Journal of Intelligent Transportation Systems, 2022
282022
Multi-rate control design leveraging control barrier functions and model predictive control policies
U Rosolia, AD Ames
IEEE Control Systems Letters 5 (3), 1007-1012, 2020
262020
A robust scenario MPC approach for uncertain multi-modal obstacles
I Batkovic, U Rosolia, M Zanon, P Falcone
IEEE Control Systems Letters 5 (3), 947-952, 2020
222020
A stochastic MPC approach with application to iterative learning
U Rosolia, X Zhang, F Borrelli
2018 IEEE Conference on Decision and Control (CDC), 5152-5157, 2018
142018
Constrained risk-averse Markov decision processes
M Ahmadi, U Rosolia, MD Ingham, RM Murray, AD Ames
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11718 …, 2021
132021
A simple robust MPC for linear systems with parametric and additive uncertainty
M Bujarbaruah, U Rosolia, YR Stürz, F Borrelli
2021 American Control Conference (ACC), 2108-2113, 2021
122021
Abc-lmpc: Safe sample-based learning mpc for stochastic nonlinear dynamical systems with adjustable boundary conditions
B Thananjeyan, A Balakrishna, U Rosolia, JE Gonzalez, A Ames, ...
International Workshop on the Algorithmic Foundations of Robotics, 1-17, 2020
112020
Nlmpc for real time path following and collision avoidance
U Rosolia, F Braghin, A Alleyne, E Sabbioni
SAE International Journal of Passenger Cars-Electronic and Electrical …, 2015
11*2015
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Articles 1–20