Παρακολούθηση
Joel A. Rosenfeld
Joel A. Rosenfeld
Associate Professor, Department of Mathematics and Statistics, University of South Florida
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα usf.edu - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Reinforcement Learning for Optimal Feedback Control: A Lyapunov-Based Approach
R Kamalapurkar, P Walters, J Rosenfeld, W Dixon
Springer, 2018
178*2018
Verification for Machine Learning, Autonomy, and Neural Networks Survey
W Xiang, P Musau, AA Wild, DM Lopez, N Hamilton, X Yang, J Rosenfeld, ...
arXiv preprint arXiv:1810.01989, 2018
1262018
Efficient model-based reinforcement learning for approximate online optimal control
R Kamalapurkar, JA Rosenfeld, WE Dixon
Automatica 74, 247-258, 2016
1062016
Reachable set estimation and safety verification for piecewise linear systems with neural network controllers
W Xiang, HD Tran, JA Rosenfeld, TT Johnson
2018 Annual American Control Conference (ACC), 1574-1579, 2018
832018
Invariance-Like Results for Nonautonomous Switched Systems
R Kamalapurkar, JA Rosenfeld, A Parikh, AR Teel, WE Dixon
IEEE Transactions on Automatic Control 64 (2), 614-627, 2019
632019
Supporting lemmas for RISE-based control methods
R Kamalapurkar, JA Rosenfeld, J Klotz, RJ Downey, WE Dixon
arXiv preprint arXiv:1306.3432, 2013
542013
Approximate Optimal Motion Planning to Avoid Unknown Moving Avoidance Regions
P Deptula, HY Chen, RA Licitra, JA Rosenfeld, WE Dixon
IEEE Transactions on Robotics 36 (2), 414-430, 2019
462019
Decentralized formation control with connectivity maintenance and collision avoidance under limited and intermittent sensing
TH Cheng, Z Kan, JA Rosenfeld, WE Dixon
2014 American control conference, 3201-3206, 2014
452014
Dynamic mode decomposition for continuous time systems with the Liouville operator
JA Rosenfeld, R Kamalapurkar, LF Gruss, TT Johnson
Journal of Nonlinear Science 32, 1-30, 2022
422022
Approximate Dynamic Programming: Combining Regional and Local State Following Approximations
P Deptula, JA Rosenfeld, R Kamalapurkar, WE Dixon
IEEE transactions on neural networks and learning systems 29 (6), 2154-2166, 2018
332018
The Occupation Kernel Method for Nonlinear System Identification
JA Rosenfeld, B Russo, R Kamalapurkar, TT Johnson
arXiv preprint arXiv:1909.11792, 2019
312019
Approximating the Caputo Fractional Derivative through the Mittag-Leffler Reproducing Kernel Hilbert Space and the Kernelized Adams--Bashforth--Moulton Method
JA Rosenfeld, WE Dixon
SIAM Journal on Numerical Analysis 55 (3), 1201-1217, 2017
312017
Occupation Kernels and Densely Defined Liouville Operators for System Identification
JA Rosenfeld, R Kamalapurkar, B Russo, TT Johnson
2019 IEEE 58th Conference on Decision and Control (CDC), 6455-6460, 2019
302019
The Mittag Leffler reproducing kernel Hilbert spaces of entire and analytic functions
JA Rosenfeld, B Russo, WE Dixon
Journal of Mathematical Analysis and Applications 463 (2), 576-592, 2018
252018
A mesh-free pseudospectral approach to estimating the fractional Laplacian via radial basis functions
JA Rosenfeld, SA Rosenfeld, WE Dixon
Journal of Computational Physics 390, 306-322, 2019
232019
Dynamic Mode Decomposition with Control Liouville Operators
JA Rosenfeld, R Kamalapurkar
IEEE Transactions on Automatic Control, 2024
202024
The State Following Approximation Method
JA Rosenfeld, R Kamalapurkar, WE Dixon
IEEE transactions on neural networks and learning systems 30 (6), 1716-1730, 2018
202018
The kernel perspective on dynamic mode decomposition
E Gonzalez, M Abudia, M Jury, R Kamalapurkar, JA Rosenfeld
arXiv preprint arXiv:2106.00106, 2021
152021
The gradient descent method from the perspective of fractional calculus
PV Hai, JA Rosenfeld
Mathematical Methods in the Applied Sciences 44 (7), 5520-5547, 2021
152021
The Occupation Kernel Method for Nonlinear System Identification
JA Rosenfeld, BP Russo, R Kamalapurkar, TT Johnson
SIAM Journal on Control and Optimization 62 (3), 1643-1668, 2024
142024
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