Accession Number:

ADA609071

Title:

Implementation of Monte Carlo Tree Search (MCTS) Algorithm in COMBATXXI using JDAFS

Descriptive Note:

Technical rept. Jul 2013-Jul 2014

Corporate Author:

ARMY TRADOC ANALYSIS CENTER MONTEREY CA

Report Date:

2014-07-31

Pagination or Media Count:

39.0

Abstract:

The implementation of the Monte Carlo Tree Search MCTS algorithm into the Combined Arms Analysis Tool for the 21st Century COMBATXXI project is an extension of work completed in FY13. The TRADOC Analysis Center - Methods and Research Office TRAC-MRO sponsored this iteration in an attempt to test the feasibility implementing the algorithm into the COMBATXXI simulation environment. For further details on the specific algorithm of more background information see appendix and the previous technical report.

Subject Categories:

  • Numerical Mathematics
  • Statistics and Probability
  • Computer Programming and Software

Distribution Statement:

APPROVED FOR PUBLIC RELEASE