Extending HTN to planning and execution control for small combat unit simulation

Xiao Xu, Rusheng Ju, Xiaocheng Liu, Ge Li, Young-Jun Son

Research output: Contribution to journalArticle

2 Scopus citations

Abstract

Modeling how military commanders carry out operations is considered complicated, requiring the capability of not only planning for multiple subordinates but also responding to unexpected events during execution. This paper presents an Hierarchical Task Network (HTN) embedded planning and execution control architecture for small unit commander agents. To be adaptive to dynamic world state changes, the architecture employs a partial planning mechanism and generates actions only applicable to current situations. It is also able to coordinate subordinates' actions and handle execution failures at runtime. We demonstrate the architecture's use with an infantry company scenario, where the commander orders three platoons assaulting a defined hill. Our approach shows the effectiveness to control multiple entities in dynamic environments, making the architecture well-suited to represent small unit commanders' behavior.

Original languageEnglish (US)
Article number1750032
JournalInternational Journal of Modeling, Simulation, and Scientific Computing
Volume8
Issue number2
DOIs
StatePublished - Jun 1 2017

Keywords

  • combat simulation
  • commander behavior modeling
  • Hierarchical task network
  • planning and execution

ASJC Scopus subject areas

  • Modeling and Simulation
  • Computer Science Applications

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