Chinese Journal of Intelligent Science and Technology ›› 2022, Vol. 4 ›› Issue (2): 157-173.doi: 10.11959/j.issn.2096-6652.202209

• Surveys and Prospectives • Previous Articles    

Overview of intelligent game:enlightenment of game AI to combat deduction

Yuxiang SUN1, Yihui PENG1, Bin LI1, Jiawei ZHOU1, Xinlei ZHANG1, Xianzhong ZHOU1,2   

  1. 1 School of Management and Engineering, Nanjing University, Nanjing 210093, China
    2 Research Center for New Technology in Intelligent Equipment Nanjing University, Nanjing 210093, China
  • Online:2022-06-01 Published:2022-06-01
  • Supported by:
    The National Natural Science Foundation of China(61876079)

Abstract:

The field of intelligent game has gradually become one of the hotspots of AI research.A series of research breakthroughs have been made in the field of game AI and intelligent wargame in recent years.However, how to develop game AI and apply it to the actual intelligent combat deduction is still facing great difficulties.The overall progress of research in the field of intelligent games in domestic and overseas were explored, the main attribute requirements of intelligent combat deduction was tracked, and it was summarized with the latest advancements in reinforcement learning.The feasibility of developing game AI into intelligent combat deduction were comprehensively analyzed from three dimensions: mainstream research technology in the field of intelligent game, relevant intelligent decision technology and technical difficulties of combat deduction, and finally, some suggestions for the development of future intelligent combat deductiongives were given.This paper can introduce a clear development status and provide valuable research ideas for researchers in the field of intelligent game.

Key words: intelligent game, game AI, intelligent combat deduction, intelligent wargame, deep reinforcement learning

CLC Number: 

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