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Adam J Thorpe
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Data-driven chance constrained control using kernel distribution embeddings
A Thorpe, T Lew, M Oishi, M Pavone
Learning for Dynamics and Control Conference, 790-802, 2022
202022
State-Based Confidence Bounds for Data-Driven Stochastic Reachability Using Hilbert Space Embeddings
AJ Thorpe, KR Ortiz, MMK Oishi
Automatica, 2022
13*2022
Learning approximate forward reachable sets using separating kernels
AJ Thorpe, KR Ortiz, MMK Oishi
Learning for dynamics and control, 201-212, 2021
122021
Model-Free Stochastic Reachability Using Kernel Distribution Embeddings
AJ Thorpe, MMK Oishi
IEEE Control Systems Letters, 2019
112019
Arch-comp21 category report: Stochastic models
A Abate, H Blom, M Bouissou, N Cauchi, H Chraibi, J Delicaris, ...
8th International Workshop on Applied Verification of Continuous and Hybrid …, 2021
102021
Physics-informed kernel embeddings: Integrating prior system knowledge with data-driven control
AJ Thorpe, C Neary, F Djeumou, MMK Oishi, U Topcu
arXiv preprint arXiv:2301.03565, 2023
92023
Stochastic optimal control via Hilbert space embeddings of distributions
AJ Thorpe, MMK Oishi
2021 60th IEEE Conference on Decision and Control (CDC), 904-911, 2021
92021
SOCKS: A stochastic optimal control and reachability toolbox using kernel methods
A Thorpe, M Oishi
Proceedings of the 25th ACM International Conference on Hybrid Systems …, 2022
72022
SReachTools Kernel Module: Data-Driven Stochastic Reachability Using Hilbert Space Embeddings of Distributions
AJ Thorpe, KR Ortiz, MMK Oishi
2021 60th IEEE Conference on Decision and Control (CDC), 5073-5079, 2021
52021
Approximate Stochastic Reachability for High Dimensional Systems
AJ Thorpe, V Sivaramakrishnan, MMK Oishi
arXiv preprint arXiv:1910.10818, 2019
52019
Sensor selection for dynamics-driven user-interface design
AP Vinod, AJ Thorpe, PA Olaniyi, TH Summers, MMK Oishi
IEEE Transactions on Control Systems Technology 30 (1), 71-84, 2021
42021
Data-driven stochastic optimal control using kernel gradients
AJ Thorpe, JA Gonzales, MMK Oishi
2023 American Control Conference (ACC), 2548-2553, 2023
32023
Characterizing Within-Driver Variability in Driving Dynamics During Obstacle Avoidance Maneuvers
KR Ortiz, AJ Thorpe, AM Perez, M Luster, BJ Pitts, M Oishi
IFAC-PapersOnLine 55 (41), 13-19, 2022
32022
Autonomous Multi-Platform Sensor Scheduling for Intelligence Surveillance and Reconnaissance.
J Richards, A Patel, A Thorpe, R Schlossman
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
22019
GPSINDy: Data-Driven Discovery of Equations of Motion
J Hsin, S Agarwal, A Thorpe, D Fridovich-Keil
arXiv preprint arXiv:2309.11076, 2023
12023
Trust-based user-interface design for human-automation systems
AP Vinod, AJ Thorpe, PA Olaniyi, TH Summers, MMK Oishi
arXiv preprint arXiv:2004.07176, 2020
12020
Phononic Barrier Communication: Channeling Information and Energy through Metallic Barriers with High Fidelity High efficiency and Low Bit Errors.
IF El-Kady, CM Reinke, JR Pillars, CL Arrington, A Thorpe
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
12019
Act Natural! Projecting Autonomous System Trajectories Into Naturalistic Behavior Sets
HI Khan, AJ Thorpe, D Fridovich-Keil
arXiv preprint arXiv:2405.19292, 2024
2024
Zero-Shot Transfer of Neural ODEs
T Ingebrand, AJ Thorpe, U Topcu
arXiv preprint arXiv:2405.08954, 2024
2024
Sensing Resource Allocation Against Data-Poisoning Attacks in Traffic Routing
Y Yu, AJ Thorpe, J Milzman, D Fridovich-Keil, U Topcu
arXiv preprint arXiv:2404.02876, 2024
2024
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