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Modular Affective Reasoning-based Versatile Introspective Architecture (MARVIN)

Award Information

Agency:
Department of Defense
Branch:
Defense Advanced Research Projects Agency
Award ID:
81262
Program Year/Program:
2009 / SBIR
Agency Tracking Number:
07SB2-0143
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Charles River Analytics Inc.
625 Mount Auburn Street Cambridge, MA 02138-4555
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 2
Fiscal Year: 2009
Title: Modular Affective Reasoning-based Versatile Introspective Architecture (MARVIN)
Agency / Branch: DOD / DARPA
Contract: W31P4Q-09-C-0469
Award Amount: $749,635.00
 

Abstract:

Robotic vehicles, unmanned systems, and critical command and control networks need to operate effectively in complex, dynamic, and adversarial environments. Currently, fielded systems are not up to the task as they are not able to dynamically modify their behavior to suit the changing environment and they can be immobilized by simple component failures. Future operations will not tolerate such brittleness, especially given the interconnectivity demanded by network-centric warfare. Future fielded systems throughout the military will need more dynamic processing capabilities. Self-Aware Computing attempts to resolve this problem through metacognitive approaches to generating dynamic capabilities based on research into human adaptation. However, these approaches tend to ignore the impact of human emotions in that adaptation. Emotions are evolutionarily proven mechanisms that enable humans to rapidly and broadly adapt to threats, rapidly adapt to new situations, and effectively communicate threats and problems to others. We propose to develop Modular Affective Reasoning-Based Versatile Introspective (MARVIN) components that enhance self-aware systems by exploiting ideas from human affect to (1) adapt quickly to time-critical situations, (2) adapt to new situations and carry learning over to new situations, and (3) interact with other networked systems in an efficient social manner.

Principal Investigator:

Scott Reilly
Principal Scientist
6174913474
snealreilly@cra.com

Business Contact:

Ninos Hanna
Contract Specialist
6174913474
nhanna@cra.com
Small Business Information at Submission:

CHARLES RIVER ANALYTICS, INC.
625 Mount Auburn Street Cambridge, MA 02138

EIN/Tax ID: 042803764
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No