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

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.TRAC-MROTRAC Project Code # 060025Approved for public release; distribution is unlimited

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