Edward Balaban

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 7

Top Topics

Markov Decision Processes

Health Management

Top Venues

J. Mach. Learn. Res.

J. Aerosp. Inf. Syst.

Publications

Somrita Banerjee, Edward Balaban, Mark Shirley, Kevin Bradner, Marco Pavone
Contingency Planning Using Bi-level Markov Decision Processes for Space Missions. CoRR (2024)
Joshua Ott, Edward Balaban, Mykel J. Kochenderfer
Trajectory Optimization for Adaptive Informative Path Planning with Multimodal Sensing. CoRR (2024)
Joshua Ott, Edward Balaban, Mykel J. Kochenderfer
Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal Sensing. ICRA (2023)
Joshua Ott, Edward Balaban, Mykel J. Kochenderfer
Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal Sensing. CoRR (2022)
Edward Balaban, Stephen B. Johnson, Mykel J. Kochenderfer
Rethinking System Health Management. CoRR (2019)
Edward Balaban, Stephen B. Johnson, Mykel J. Kochenderfer
Unifying System Health Management and Automated Decision Making. J. Artif. Intell. Res. 65 (2019)
Maxim Egorov, Zachary N. Sunberg, Edward Balaban, Tim Allan Wheeler, Jayesh K. Gupta, Mykel J. Kochenderfer
POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty. J. Mach. Learn. Res. 18 (2017)
Edward Balaban, Abhinav Saxena, Sriram Narasimhan, Indranil Roychoudhury, Michael Koopmans, Carl Ott, Kai Goebel
Prognostic Health-Management System Development for Electromechanical Actuators. J. Aerosp. Inf. Syst. 12 (3) (2015)
Jonny Carlos da Silva, Abhinav Saxena, Edward Balaban, Kai Goebel
A knowledge-based system approach for sensor fault modeling, detection and mitigation. Expert Syst. Appl. 39 (12) (2012)
Sonia Vohnout, Byoung Kim, Neil Kunst, Bill Gleeson, Robert Wagoner, Edward Balaban, Kai Goebel
A Model-based Avionic Prognostic Reasoner (MAPR). Infotech@Aerospace (2012)
Edward Balaban, Michael D. Orosz, Tatiana Kichkaylo, Andre Goforth, Adam Sweet, Robert Neches
Planning to Explore: Using a Coordinated Multisource Infrastructure to Overcome Present and Future Space Flight Planning Challenges. AAAI Spring Symposium: Distributed Plan and Schedule Management (2006)
Edward Balaban, William A. Maul, Adam Sweet, Christopher E. Fulton, Anupa Bajwa, Amy Chicatelli
Transient Region Coverage in the Propulsion IVHM Technology Experiment. IC-AI (2004)