Using game theory and machine learning to provide white cell automation support in the adjudication of war games

Bruce Nagy

doi:10.1117/12.2622928

30 May 2022 Using game theory and machine learning to provide white cell automation support in the adjudication of war games

Bruce Nagy

Author Affiliations +

Proceedings Volume 12117, Disruptive Technologies in Information Sciences VI; 1211705 (2022) https://doi.org/10.1117/12.2622928
Event: SPIE Defense + Commercial Sensing, 2022, Orlando, Florida, United States

Abstract

White Cell adjudication evaluates impact of player moves to create randomness representing realistic scenarios. Players are limited to the view of the game state based on their technologies’ capabilities and intel sources, while the White Cell knows game state truth. The Automated White Cell (TAWC) is developed to provide adjudication guidance as to how much and what types of testing are sufficient to determine acceptable levels of randomness to evaluate AI/Autonomous platforms, including manned-unmanned teaming scenarios. TAWC is based on multi-model data integration, using AI/ML/Game Theory solutions, enhancing the predictive fidelity of Test and Evaluation, Verification and Validation (TEVV) /Live Virtual Construct (LVC) facilities in assessing AI/Autonomous technology strengths and weaknesses.

Conference Presentation

Citation Download Citation

Bruce Nagy "Using game theory and machine learning to provide white cell automation support in the adjudication of war games", Proc. SPIE 12117, Disruptive Technologies in Information Sciences VI, 1211705 (30 May 2022); https://doi.org/10.1117/12.2622928

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available