Mixed Initiative Machine for Instructed Computing: MIMIC

Award Information
Agency:
Department of Defense
Branch
Navy
Amount:
$70,000.00
Award Year:
2007
Program:
STTR
Phase:
Phase I
Contract:
N00014-07-M-0341
Award Id:
83469
Agency Tracking Number:
N074-031-0199
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
12 Gill Street, Suite 1400, Woburn, MA, 01801
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
967259946
Principal Investigator:
Jared Freeman
Vice President of Research
(202) 842-1548
freeman@aptima.com
Business Contact:
Margaret Clancy
Chief Financial Officer
(781) 496-2415
clancy@aptima.com
Research Institution:
COGNITIVE ENGINEERING RESEARCH INST
Steven M Shope
5865 South Sossaman Road
Mesa, AZ, 85212
(480) 988-1000
Domestic nonprofit research organization
Abstract
In less than a decade, UAVs have transitioned from a curiosity on the battlefield to a core capability for intelligence and attack. Recent investment has advanced the state the art in algorithms for routing vehicles and for interpreting the imagery they return. However, the intelligence that drives tactical maneuvering remains firmly lodged in the heads of operators. To capture that knowledge and embed it in control devices requires that these systems learn from human UAV commanders how they generate, select, and execute maneuvers to evade and deceive the enemy. We propose to develop Mixed Initiative Machine for Instructed Computing. MIMIC will learn novel models of tactical decision making and control from well-selected exemplars through interactions with operators. To create MIMIC, we will develop use cases that represent critical decision factors in UAV operations, develop an information representation and model (MIMIC-IR) and a learning management model capable of learning from humans in these use cases, and a prototype user interface for managing machine learning.

* information listed above is at the time of submission.

Agency Micro-sites


SBA logo

Department of Agriculture logo

Department of Commerce logo

Department of Defense logo

Department of Education logo

Department of Energy logo

Department of Health and Human Services logo

Department of Homeland Security logo

Department of Transportation logo

Enviromental Protection Agency logo

National Aeronautics and Space Administration logo

National Science Foundation logo
US Flag An Official Website of the United States Government