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.

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Document Details

Document Type
Technical Report
Publication Date
Jul 31, 2014
Accession Number
ADA609071

Entities

People

  • Arnold Buss
  • Christian J. Darken
  • Michael Teter
  • Ricardo Baez

Organizations

  • United States Army Training and Doctrine Command

Tags

Communities of Interest

  • Autonomy
  • Human Systems
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Combat Simulations
  • Computational Science
  • Computer Programming
  • Computer Science
  • Grenade Launchers
  • Linear Programming
  • Mathematical Models
  • Military Operations
  • Military Training
  • Operations Research
  • Probability
  • Probability Distributions
  • Random Variables
  • Simulations
  • Test And Evaluation

Readers

  • Computational Modeling and Simulation
  • Operations Research
  • Technical Research and Report Writing.