Michael P. Owen

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 6

Top Topics

Reward Function

Collision Avoidance

Reinforcement Learning

Top Venues

J. Aerosp. Inf. Syst.

J. Artif. Intell. Res.

Publications

Cooper Cone, Michael P. Owen, Luis E. Alvarez, Marc Brittain
Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System. CoRR (2022)
Sydney M. Katz, Luis E. Alvarez, Michael P. Owen, Samuel Wu, Marc Brittain, Anshuman Das, Mykel J. Kochenderfer
Collision Risk and Operational Impact of Speed Change Advisories as Aircraft Collision Avoidance Maneuvers. CoRR (2022)
Ritchie Lee, Ole J. Mengshoel, Anshu Saksena, Ryan W. Gardner, Daniel Genin, Joshua Silbermann, Michael P. Owen, Mykel J. Kochenderfer
Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning. J. Artif. Intell. Res. 69 (2020)
Ritchie Lee, Ole J. Mengshoel, Anshu Saksena, Ryan W. Gardner, Daniel Genin, Joshua Silbermann, Michael P. Owen, Mykel J. Kochenderfer
Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning. CoRR (2018)
Kyle D. Julian, Mykel J. Kochenderfer, Michael P. Owen
Deep Neural Network Compression for Aircraft Collision Avoidance Systems. CoRR (2018)
Rachael E. Tompa, Blake Wulfe, Mykel J. Kochenderfer, Michael P. Owen
Horizontal Maneuver Coordination for Aircraft Collision-Avoidance Systems. J. Aerosp. Inf. Syst. 15 (2) (2018)
John R. Lepird, Michael P. Owen, Mykel J. Kochenderfer
Bayesian Preference Elicitation for Multiobjective Engineering Design Optimization. J. Aerosp. Inf. Syst. 12 (10) (2015)
Michael P. Owen, David G. Long
Prior Selection for QuikSCAT Ultra-High Resolution Wind and Rain Retrieval. IEEE Trans. Geosci. Remote. Sens. 51 (3-2) (2013)
Michael P. Owen, David G. Long
M-ary Bayes Estimator Selection for QuikSCAT Simultaneous Wind and Rain Retrieval. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Michael P. Owen, David G. Long
Simultaneous Wind and Rain Estimation for QuikSCAT at Ultra-High Resolution. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Michael P. Owen, David G. Long
Towards Bayesian estimator selection for QuikSCAT wind and rain estimation. IGARSS (2010)
Michael P. Owen, David G. Long
Towards an improved wind and rain backscatter model for ASCAT. IGARSS (2010)
Michael P. Owen, David G. Long
Land-Contamination Compensation for QuikSCAT Near-Coastal Wind Retrieval. IEEE Trans. Geosci. Remote. Sens. 47 (3) (2009)
Michael P. Owen, David G. Long
Progress Toward Validation of Quikscat Ultra-High-Resolution Rain Rates using TRMM PR. IGARSS (4) (2008)