Development of Intelligent Multi-Agent in the Game Environment

DongMin Kim; JinWoo Choi; ChongWoo Woo

Development of Intelligent Multi-Agent in the Game Environment

DongMin Kim, JinWoo Choi, ChongWoo Woo, Journal of Internet Computing and Services, Vol. 16, No. 6, pp. 69-78, Dec. 2015

10.7472/jksii.2015.16.6.69, Full Text:

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Keywords: Intelligent Multi-Agent, Fuzzy Reasoning, Petri-Net, Simulation, Game Environment

Abstract

Recently, research on the multi-agent system is developed actively in the various fields, especially on the control of complex system and optimization. In this study, we develop a multi-agent system for NPC simulation in game environment. The purpose of the development is to support quick and precise decision by inferencing the situation of the dynamic discrete domain, and to support an optimization process of the agent system. Our approach employed Petri-net as a basic agent model to simplify structure of the system, and used fuzzy inference engine to support decision making in various situation. Our experimentation describes situation of the virtual battlefield between the NPCs, which are divided two groups, such as fuzzy rule based agent and automata based agent. We calculate the percentage of winning and survival rate from the several simulations, and the result describes that the fuzzy rule based agent showed better performance than the automata based agent.

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Cite this article

[APA Style]

Kim, D., Choi, J., & Woo, C. (2015). Development of Intelligent Multi-Agent in the Game Environment. Journal of Internet Computing and Services, 16(6), 69-78. DOI: 10.7472/jksii.2015.16.6.69.

[IEEE Style]

D. Kim, J. Choi, C. Woo, "Development of Intelligent Multi-Agent in the Game Environment," Journal of Internet Computing and Services, vol. 16, no. 6, pp. 69-78, 2015. DOI: 10.7472/jksii.2015.16.6.69.

[ACM Style]

DongMin Kim, JinWoo Choi, and ChongWoo Woo. 2015. Development of Intelligent Multi-Agent in the Game Environment. Journal of Internet Computing and Services, 16, 6, (2015), 69-78. DOI: 10.7472/jksii.2015.16.6.69.