• Title/Summary/Keyword: artificial intelligence game

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A Study on Implementation of Intelligent Character for MMORPG using Genetic Algorithm and Neural Networks (유전자 알고리즘과 신경망을 이용한 MMORPG의 지능캐릭터 구현에 관한 연구)

  • Kwon, Jang-Woo;Jang, Jang-Hoon
    • Journal of Korea Multimedia Society
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    • v.10 no.5
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    • pp.631-641
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    • 2007
  • The domestic game market is developmental in the form which is strange produces only the MMORPG. But the level of the intelligence elder brother character is coming to a standstill as ever. It uses a gene algorithm and the neural network from the dissertation which it sees and embodies the character which has a more superior intelligence the plan which to sleep and it presents it does. When also currently it is used complaring different artificial intelligence technologies and this algorism from the MMORPG, the efficiency proves is not turned over and explains the concrete algorithm it will be able to apply in the MMORPG and an embodiment method.

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Implementation of 3D mobile game using radiosity model and AI algorithm (Radiosity model과 AI 알고리즘을 이용한 모바일 게임 구현)

  • Kim, Seongdong;Chin, Seonga;Cho, Teresa
    • Journal of Korea Game Society
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    • v.17 no.1
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    • pp.7-16
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    • 2017
  • The 3D game graphic technology has become an important factor in the contents field with the game contents development. In particular, game character technology provides a realistic technique and visual pleasure, as well as an intermediate step in the immersion of the game in which the game might create an optical illusion that enables the player to enjoy heroic adventure in the game. The high expression level of characters in 3D games is a key factor in the development process, with details and carefulness of the character setting work [3]. In this paper, we propose a character representative technique applied to mobile games using mathematical model of radiosity energy, spectral radiance model, and ray tracing model method using 3D unity game engine with sensible AI algorithm for game implementation. As a practical application to the game contents, it was found that the projection of the surface in the rendering process and the game simulation might change according to the lighting condition of the game content environment, so that the high quality of game characters was simulated.

Development of a system for detecting game user's addiction (게임 이용자의 과몰입을 탐지하기 위한 시스템 개발)

  • Oh, Sung-kyun;Yoon, Taebok
    • Journal of Korea Game Society
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    • v.18 no.5
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    • pp.23-30
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    • 2018
  • With the development of ICT technology, the game industry is growing rapidly. However, due to the excessive play of the game, there are cases where normal life is difficult. It is necessary to study the diagnosis and countermeasures against such game addiction. This paper study a system for diagnosing game addiction based on game usage information of game users. In order to develop a game addiction diagnostic system, this study classifies game addiction and abuse users and collects and models log information in real game environment. In addition, the addiction and good use model of game users was used as a knowledge to diagnose the addiction of new game users. Through the experiment, we could confirm the meaningful results. Also, according to the result of the diagnosis, the service such as SMS and reporting was suggested.

Design and Implementation of Artificial Intelligence Agent for Real-Time Simulation Football Game in a Mobile Environment (모바일 환경에서 실시간 시뮬레이션 축구게임을 위한 인공지능 에이전트 설계 및 구현)

  • Baek, Kyeongjin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.04a
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    • pp.636-639
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    • 2016
  • 최근 모바일 게임에서의 인공지능과 관련된 연구가 활발히 진행되고 있다. 본 논문에서는 모바일 축구 시뮬레이션 게임에서 활용할 수 있는 인공지능 에이전트를 Hierarchical FSM 기반으로 설계하고 구현하여 실제 축구경기 결과와 비슷한 결과 도출하였다. 이러한 Hierarchical FSM을 기반으로 한 지능형 에이전트는 코드의 재활용성이 높고 개념적으로 간단하여 인공지능 에이전트를 설계 및 구현하기에 적합하다.

Game Artificial Intelligence Technologies (게임 인공지능 기술)

  • Lee, H.J.
    • Electronics and Telecommunications Trends
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    • v.20 no.4 s.94
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    • pp.103-109
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    • 2005
  • 게임에서의 인공지능 기술은 이전에는 부수적인 요소로 인식되었으나, 컴퓨터 하드웨어 및 그래픽 기술 등이 발전하면서 가능성과 중요성이 점차 커져 왔다. 특히 최근 게임 인공지능 기술은 점점 더 발전하고 있고, 그 필요성도 중요시되고 있다. 국외에서는 일부 업체에서 게임 인공지능 기술을 상용화하여 시장 진입을 시도하고 있으며, 인공지능 기술이 적용된 게임이 인기를 끌고 있다. 그러나 국내에서는 게임 인공지능 기술의 중요성은 느끼고 있으나 기술 개발에는 초보적인 단계에 머무르고 있는 상황이다. 본 고에서는 게임 인공지능 기술의 국외 및 국내 현황을 알아보고, 게임에서 적용되고 있는 요소기술에 대하여 알아보기로 한다.

An Intelligent Residual Resource Monitoring Scheme in Cloud Computing Environments

  • Lim, JongBeom;Yu, HeonChang;Gil, Joon-Min
    • Journal of Information Processing Systems
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    • v.14 no.6
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    • pp.1480-1493
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    • 2018
  • Recently, computational intelligence has received a lot of attention from researchers due to its potential applications to artificial intelligence. In computer science, computational intelligence refers to a machine's ability to learn how to compete various tasks, such as making observations or carrying out experiments. We adopted a computational intelligence solution to monitoring residual resources in cloud computing environments. The proposed residual resource monitoring scheme periodically monitors the cloud-based host machines, so that the post migration performance of a virtual machine is as consistent with the pre-migration performance as possible. To this end, we use a novel similarity measure to find the best target host to migrate a virtual machine to. The design of the proposed residual resource monitoring scheme helps maintain the quality of service and service level agreement during the migration. We carried out a number of experimental evaluations to demonstrate the effectiveness of the proposed residual resource monitoring scheme. Our results show that the proposed scheme intelligently measures the similarities between virtual machines in cloud computing environments without causing performance degradation, whilst preserving the quality of service and service level agreement.

An Intelligent Characters for Fighting Action Games Using Genetic Algorithms (유전자 알고리즘을 이용한 대전형 액션게임의 지능캐릭터)

  • Lee Myun-sub;Cho Byeong-heon;Seong Yeong-rak;Jung Sung-hoon;Oh Ha-ryoung
    • The KIPS Transactions:PartB
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    • v.12B no.3 s.99
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    • pp.329-336
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    • 2005
  • This paper proposes a method to provide intelligence for characters in fighting action games by using genetic algorithm. The proposed characters without any knowledge on the rules of the game learn the rules and techniques for generations, and have the capability of evolving. To evaluate adaptability for varying circumstances, we changed the rules and compared the results. The experimental results show that the intelligent characters can adapt to the new rules. An advantage of the proposed method is that it can be easily applied to characters for other category of games such as PC games and internet online games.

Game Behavior Pattern Modeling for Bots(Auto Program) detection (봇(오토프로그램) 검출을 위한 게임 행동 패턴 모델링)

  • Jung, Hye-Wuk;Park, Sang-Hyun;Bang, Sung-Woo;Yoon, Tae-Bok;Lee, Jee-Hyong
    • Journal of Korea Game Society
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    • v.9 no.5
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    • pp.53-61
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    • 2009
  • Game industry, especially MMORPG (Massively Multiplayer Online Role Playing Game) has rapidly been expanding in these days. In this background, lots of online game security incidents have been increasing and getting more diversity. One of the most critical security incidents is 'Bots', mimics human player's playing behaviors. Bots performs the task without any manual works, it is considered unfair with other players. So most game companies try to block Bots by analyzing the packets between clients and servers. However this method can be easily attacked, because the packets are changeable when it is send to server. In this paper, we propose a Bots detection method by observing the playing patterns of game characters with data on server. In this method, Bots developers cannot handle the data, because it is working on server. Therefore Bots cannot avoid it and we can find Bots users more completely.

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An Intelligent NPC Framework for Context Awareness (상황인지를 위한 지능형 NPC 프레임워크)

  • Lee, Bong-Keun;Chung, Jae-Du;Ryu, Keun-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.9
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    • pp.2361-2368
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    • 2009
  • Recently AI(Artificial Intelligence) is one of the issues in the on-line game, a research that a game character seems to be realistic and is progressing using AI technique. Especially NPC is an important part of the AI researches of on-line game, and it is concerned by a game player and an architect. We proposed an intelligent agent framework to implement the NPC technique after studying the NPC technique using context awareness that reacts to the PC(Player Character) actively. Also, it can be developed gradually, and apply to various application because it has the capability to of adding an agent or deleting an agent easily.

A Study on Reality Enhancement Method of VR Baseball Game (VR 야구 게임의 현실감 강화 방법 연구)

  • Yoo, Wang-Yun
    • Journal of Korea Game Society
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    • v.19 no.2
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    • pp.23-32
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    • 2019
  • The popularization of VR content is slow. It's because they have not created a new visual experience, that is, 'utility' beyond 'interest'. The utility of VR content starts from functional reality. And to enhanced it, realistic interaction is required. Specifically, this study presents three methods of network play, character artificial intelligence, and Haptic implementation. In order to confirm the hypothesis, we conducted all phases of VR content production from baseball to contents production, play test, and technical verification. Through the test of the user and the evaluation institution about the final product, it was evaluated that it contributed to the realization of the content realism through the realistic visual effect, the play presentation, and the impact evaluation by the vibration.