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Analysis and simulator implementation of Mighty, an advanced imperfect information game

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2022, 27(1), pp.9-21
  • DOI : 10.9708/jksci.2022.27.01.009
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science
  • Received : July 19, 2021
  • Accepted : January 13, 2022
  • Published : January 28, 2022

Jeongwon Lee 1 Kim Kwi-Hoon 2 Kim Seung-Hyeon 2

1한국전자통신연구원
2한국교원대학교

Accredited

ABSTRACT

Mighty is an imperfect information game, similar to the internationally popular four-player card game Bridge, but more complex in terms of game rules and operation. An environment for exploring and analyzing the strategy of the Mighty Game is required, but compared to the development of many simulators for strategy analysis of other card games such as Bridge, there is no analysis tool for the Mighty Game. Even the definition and understanding of the Mighty game at the academic level is lacking. To solve these problems, this paper systematically defined the procedures and rules of the Mighty Game. And based on this definition, we implemented a simulator that can learn Mighty game and analyze various strategies. For the usability and accessibility of the service, the simulator was developed with JavaScript, and various analysis functions are provided in the web environment. Lastly, comparative analysis with other trick-taking games dealt with in the related research domain showed that the Mighty game has its value as an incomplete information game and that there are many characteristics that make it easy to apply AI-based learning methods.

Citation status

* References for papers published after 2022 are currently being built.