Implementation of Monte Carlo Tree Search (MCTS) Algorithm in COMBATXXI using JDAFS
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Authors
Teter, Michael
Buss, Arnold
Darken, Christian
Baez, Ricardo
Subjects
Advisors
Date of Issue
2014-07-31
Date
31 July 2014
Publisher
Language
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.
Type
Report
Description
Series/Report No
Department
Organization
Identifiers
NPS Report Number
Sponsors
TRAC-MRO
Funding
TRAC Project Code # 060025
Format
39 p.
Citation
TRADOC Analysis Center, "Implementation of Monte Carlo Tree Search (MCTS) Algorithm in COMBATXXI using JDAFS" (2014) TRAC-M-TR-14-031, pp. B2-B9.
Distribution Statement
Approved for public release; distribution is unlimited.