NRL Researchers Win "Best Paper" at FLAIRS-24


6/29/2011 - 79-11r
Contact: Donna McKinney, (202) 767-2541


A team of researchers from the Naval Research Laboratory received the "Best Paper Award" at FLAIRS-24 (the 24th Florida Artificial Intelligence Research Society Conference), sponsored by the Association for the Advancement of Artificial Intelligence. The paper, Active and Interactive Learning of Goal Selection Knowledge, describes NRL's research on goal-driven autonomy.

David Aha and Matt Molineaux with the "Best Paper Award"

Goal-driven autonomy, or GDA, is a meta-reasoning model of high-level autonomy that permits agents to self-select their goals. The researchers' paper describes algorithms in which a GDA agent dynamically interacts with a subject matter expert to acquire and confirm knowledge that maps goals to be formulated in response to encountering different types of operational situations.

The researchers focused their study on demonstrating the utility of this approach in the context of scenarios defined using the Tactical Action Officer (TAO) Sandbox, a training simulator used at the Surface Warfare Officers School. Future objectives for the research include assessing GDA approaches for controlling unmanned underwater and unmanned sea surface vehicles.

The authors on the paper were Jay Powell, NRL's Summer Employment Program; Matt Molineaux, Knexus Research Corporation; and David Aha, NRL's Information Technology Division.

This collaboration was supported by a project, titled "Evaluation Support and Event Discovery for Case-Based Active Transfer Learning," that is sponsored by ONR as part of the Active Transfer Learning Program. Powell collaborated on this project through NRL's Summer Employment Program during the summer of 2010 and has recently received his doctorate from Indiana University.

The FLAIRS-24 "Best Paper Award"

Get NRL News: RSS


About the U.S. Naval Research Laboratory

The U.S. Naval Research Laboratory is the Navy's full-spectrum corporate laboratory, conducting a broadly based multidisciplinary program of scientific research and advanced technological development. The Laboratory, with a total complement of approximately 2,500 personnel, is located in southwest Washington, D.C., with other major sites at the Stennis Space Center, Miss., and Monterey, Calif. NRL has served the Navy and the nation for over 90 years and continues to meet the complex technological challenges of today's world. For more information, visit the NRL homepage or join the conversation on Twitter, Facebook, and YouTube.

Comment policy: We hope to receive submissions from all viewpoints, but we ask that all participants agree to the Department of Defense Social Media User Agreement. All comments are reviewed before being posted.