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Evaluation of weights to get the best move in the Gonu game

고누게임에서 최선의 수를 구하기 위한 가중치의 평가

  • Shin, Yong-Woo (Division of Creative Convergence Education, Dong-Ah Institute of Media and Arts)
  • 신용우 (동아방송예술대학교 창의융합교양학부)
  • Received : 2018.05.16
  • Accepted : 2018.10.19
  • Published : 2018.10.20

Abstract

In this paper, one of the traditional game, Gonu game, is implemented and experimented. The Minimax algorithm was applied as a technique to implement the Gonu game. We proposed an evaluation function to implement game in Minimax algorithm. We analyze the efficiency of algorithm for alpha beta pruning to improve the performance after implementation of Gonu game. Weights were analyzed for optimal analysis that affected the win or loss of the game. For the weighting analysis, a competition of human and computer was performed. We also experimented with computer and computer. As a result, we proposed a weighting value for optimal attack and defense.

이 논문에서는 전통게임중 하나인 고누게임에 대한 구현과 실험이 수행된다. 고누게임을 구현하기 위한 기법으로 미니맥스알고리즘이 적용되었다. 미니맥스 알고리즘에 게임을 구현하기 위해 평가함수를 제안하였다. 고누게임의 구현 이후 성능향상을 위해 알파베타 가지치기에 대한 알고리즘의 효율성을 분석한다. 게임의 승패에 영향을 미치는 최적의 분석을 위해 가중치 분석이 수행되었다. 가중치 분석을 위하여, 사람과 컴퓨터의 대국, 컴퓨터와 컴퓨터의 대국으로 실험하였다. 그 결과 최적의 공격과 방어를 할 수 있는 가중치를 제시하였다.

Keywords

References

  1. Korea Creative Content Agency, "Content Industry Trend Analysis Report for 4Q 2016 (Game Industry)", 2017
  2. Imran Ghory, "Reinforcement learning in board games.", available at http://www.cs.bris.ac.uk/Publications/Papers/2000100.pdf, 2004.
  3. Nee Jan van Eck, Michiel van Wezel., "Reinforcement Learning and its Application to Othello", available at http://www.few.eur.nl/few/people/mvanwezel/rl.othello.ejor.pdf, 2004
  4. Yongwoo Shin, "Artificial Engine Development through Reinforcement Learning on Jul-Gonu Game", Journal of Internet Computing and Services, Vol 10, No 1, pp93-99, 2009
  5. Patrick Henry Winston, "Artificial Intelligence", Addison Wesley, 1993
  6. Woosung Sim, "50 traditional games Korean folk play", Nonghyup, 1996
  7. Woosung Sim, "Korean folk play", Dongmoonsun, 1996
  8. Sukin You, "Artificial Intelligence Fundamentals", Kyohaksa, 1988
  9. Hwasu Kim, Sunjoo Go, "The Realization of Artificial Intelligence", Zipmoondang, 1993
  10. Korea Cultural Policy Development Institute, "Basic Research for Developing Electronic Entertainment Program in Traditional Play Culture", 1994
  11. Kim, Kyunghee, "A Study on the Development and Effect of Traditional Play Program", Master Thesis, Daegu University Graduate School of Education, 1986
  12. Jo, Duk-Keun, "Intelligent Jangki Game Providing GUI", Master's thesis, Yonsei University, 1991