OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Peter A. Beling
Full Professor, School of Data Science, University of Virginia, Charlottesville
Joined
December 2024
Names
Peter A. Beling
(Preferred)
,
Peter Beling
Emails
****@virginia.edu
(Confirmed)
,
****@vt.edu
(Confirmed)
,
****@virginia.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
Full Professor
School of Data Science,
University of Virginia, Charlottesville
(virginia.edu)
2025
–
Present
Full Professor
Industrial and Systems,
Virginia Polytechnic Institute and State University
(vt.edu)
2021
–
2025
Full Professor
Systems and Information Engineering,
University of Virginia, Charlottesville
(virginia.edu)
1993
–
2021
PhD student
Industrial Engineering and Operations Research,
University of California, Berkeley
(berkeley.edu)
1989
–
1992
Advisors, Relations & Conflicts
Coworker
Chirag Agarwal
Present
Coworker
Tyler Cody
2018
–
Present
PhD Advisee
Paul Wach
2021
–
2025
Coworker
Alexander J Gates
2021
–
2024
Coworker
Thomas Hartvigsen
2015
–
2020
PhD Advisor
Ilan Adler
1989
–
1992
Expertise
Systems Engineering; systems theory; engineering AI-enabled systems
Present
Reinforcement learning; inverse reinforcement learning; RL application
Present
Publications
RESONANT: Reinforcement Learning-based Moving Target Defense for Credit Card Fraud Detection
George Abdel Messih
,
Tyler Cody
,
Peter Beling
,
Jin-Hee Cho
Crossref
Readers:
Everyone
Transition From Scenario-Based to Outcome-Based Engineering in SE4AI
Niloofar Shadab
,
Alejandro Salado
,
Tyler Cody
,
Peter A. Beling
IEEE Open Journal of Systems Engineering
Readers:
Everyone
A Preliminary Design-Phase Security Methodology for Cyber–Physical Systems
Bryan Carter
,
Stephen Adams
,
Georgios Bakirtzis
,
Tim Sherburne
,
Peter Beling
,
Barry Horowitz
,
Cody Fleming
Systems
Readers:
Everyone
A Systems-Theoretical Formalization of Closed Systems
Niloofar Shadab
,
Tyler Cody
,
Alejandro Salado
,
Peter A. Beling
IEEE Open Journal of Systems Engineering
Readers:
Everyone
A Systems Theory of Transfer Learning
Tyler Cody
,
Peter A. Beling
IEEE Systems Journal
Readers:
Everyone
Empirically Measuring Transfer Distance for System Design and Operation
Tyler Cody
,
Stephen Adams
,
Peter A. Beling
IEEE Systems Journal
Readers:
Everyone
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems
Jianyu Su
,
Jing Huang
,
Stephen Adams
,
Qing Chang
,
Peter A. Beling
Expert Systems with Applications
Readers:
Everyone
Cyberphysical Security Through Resiliency: A Systems-Centric Approach
Cody H Fleming
,
Carl Elks
,
Georgios Bakirtzis
,
Stephen Adams
,
Bryan Carter
,
Peter Beling
,
Barry Horowitz
Computer
Readers:
Everyone
Generative adversarial networks for data augmentation and transfer in credit card fraud detection
Alex Langevin
,
Tyler Cody
,
Stephen Adams
,
Peter Beling
Journal of the Operational Research Society
Readers:
Everyone
Deep Reinforcement Learning with Uncertain Data for Real-Time Stormwater System Control and Flood Mitigation
Sami M. Saliba
,
Benjamin D. Bowes
,
Stephen Adams
,
Peter A. Beling
,
Jonathan L. Goodall
Water
Readers:
Everyone
Co-Authors
Alejandro Salado
Alex Langevin
Barry Horowitz
Benjamin D. Bowes
Bryan Carter
Carl Elks
Cody Fleming
Cody H Fleming
George Abdel Messih
Georgios Bakirtzis
Jianyu Su
Jin-Hee Cho
Jing Huang
Jonathan L. Goodall
Niloofar Shadab
Qing Chang
Sami M. Saliba
Stephen Adams
Tim Sherburne
Tyler Cody