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Alexander Krolicki
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Nonlinear Dual-Mode Model Predictive Control using Koopman Eigenfunctions
A Krolicki, D Tellez-Castro, U Vaidya
2022 IEEE 61st Conference on Decision and Control (CDC), 3074-3079, 2022
42022
Koopman-based Policy Iteration for Robust Optimal Control
A Krolicki, S Sutavani, U Vaidya
2022 American Control Conference (ACC), 1317-1322, 2022
42022
Modeling Quadruped Leg Dynamics on Deformable Terrains using Data-driven Koopman Operators
A Krolicki, D Rufino, A Zheng, SSKS Narayanan, J Erb, U Vaidya
IFAC-PapersOnLine 55 (37), 420-425, 2022
42022
Cell A* for Navigation of Unmanned Aerial Vehicles in Partially-known Environments
W Hao, R Wang, A Krolicki, Y Han
arXiv preprint arXiv:2009.07404, 2020
32020
Koopman Operator Theory and The Applied Perspective of Modern Data-Driven Systems
A Krolicki
12022
Finite Time Nonlinear Optimal Control using Koopman Eigenfunctions
A Krolicki, D Rufino, D Tellez-Castro
2023 American Control Conference (ACC), 2117-2122, 2023
2023
Supervised DKRC with Images for Offline System Identification
A Krolicki, PY Lavertu
arXiv preprint arXiv:2109.02241, 2021
2021
Policy Gradient Methods & Applications to Learned Locomotion
A Krolicki, S Sutavani
2021
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Articles 1–8