Building intelligence in gaming and training simulations

Abstract

Current war games and simulations are primarily attrition based, and are centered on the concept of “force on force.” They constitute what can be defined as “second generation” war games. So-called “first generation” war games were focused on strategy with the primary concept of “mind on mind.” We envision “third generation” war games and battle simulations as concentrating on effects with the primary concept being “system on system.” Thus, the third generation systems will incorporate each successive generation and take into account strategy, attrition and effects. This paper will describe the principal advantages and features that need to be implemented to create a true “third generation” battle simulation and the architectural issues faced when designing and building such a system. Areas of primary concern are doctrine, command and control, allied and coalition warfare, and cascading effects. Effectively addressing the interactive effects of these issues is of critical importance. In order to provide an adaptable and modular system that will accept future modifications and additions with relative ease, we are researching the use of a distributed Multi-Agent System (MAS) that incorporates various artificial intelligence methods. (Anderson 2002a, Anderson 2002b)