• Title/Summary/Keyword: Game A.I.

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Applying the Nash Equilibrium to Constructing Covert Channel in IoT

  • Ho, Jun-Won
    • International Journal of Internet, Broadcasting and Communication
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    • v.13 no.1
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    • pp.243-248
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    • 2021
  • Although many different types of covert channels have been suggested in the literature, there are little work in directly applying game theory to building up covert channel. This is because researchers have mainly focused on tailoring game theory for covert channel analysis, identification, and covert channel problem solving. Unlike typical adaptation of game theory to covert channel, we show that game theory can be utilized to establish a new type of covert channel in IoT devices. More specifically, we propose a covert channel that can be constructed by utilizing the Nash Equilibrium with sensor data collected from IoT devices. For covert channel construction, we set random seed to the value of sensor data and make payoff from random number created by running pseudo random number generator with the configured random seed. We generate I × J (I ≥ 2, J ≥ 2) matrix game with these generated payoffs and attempt to obtain the Nash Equilibrium. Covert channel construction method is distinctly determined in accordance with whether or not to acquire the Nash Equilibrium.

Implementation of Multiplatform Game Application for Decorating The Lab (다중 플랫폼용 실습실 꾸미기 게임 앱 구현)

  • Rho, Wonbin;Won, Moonsook;Lee, Jihye;Ko, Eunbyul;Lee, Jongwoo
    • Journal of Digital Contents Society
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    • v.15 no.2
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    • pp.197-207
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    • 2014
  • Many people are now enjoying mobile games using various smartphone platforms. However, we have to develop games separately for each smart device platforms so far. Cocos2d-x, a game development framework is released to solve this problem. As a multiplatform version of the existing Cocos2d, Cocos2d-x can make one source code run on various platforms. It is an open software that is able to be used by everyone, and when using it, mobile games can be developed easily based on C++ and OpenGL. In this paper, we implemented a PC laboratory decorating game application, named ILove501, using Cocos2d-x. The 501 is a room number of our PC lab. ILove501 includes an educational feature of solving quizzes in order to highlight positive effects of game. For implementation of a multiplatform game, ILove501 was developed in Windows and iOS environment at the same time, and we verified the results of the execution by porting on a variety of devices such as Android, iPhone, iPad and Galaxy Tab.

A Study of Game Money Control in Online Games (온라인게임의 게임통화 관리모델 연구)

  • Shin, Jeong Yeop
    • Journal of Korea Game Society
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    • v.13 no.5
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    • pp.5-18
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    • 2013
  • The Management of Game Money in online game is considered as a crucial factor for successful game business as well as balancing game economy. The generation and flow of game money have a strong relationship with game contents, entertainment factors, game planning and level design. This paper explores online game economy in various ways especially the matter about managing & controlling game money in this context through theoretical and practical perspectives. It also examines how this management makes an effect on 'Free to Pay' policy and Sales revenue. Finally, this paper draws conclusions about the Management of Game Money which can be considered to be practically useful for game development and management. I hope that the study helps further studies and researches and can be served as a foundation regarding the issue.

Study of Game Interactive Storytelling Design : Focusing on The Elder Scrolls 5 Skyrim (게임 인터랙티브 스토리텔링 설계에 관한 연구 : The Elder Scrolls 5 Skyrim을 중심으로)

  • Mo, Yu-Tao;Kim, Seok-Kyoo
    • Journal of the Korean Society for Computer Game
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    • v.31 no.4
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    • pp.17-28
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    • 2018
  • In recent years, Sandbox Games have become more and more popular in players, and The Elder Scrolls 5 Skyrim is the magnum opus of this type of game. However, the element of this game's attraction for players, which is why the game is fun to play is worth exploring in the territory of Game Design. In this paper, I will introduce the game The Elder Scrolls 5 Skyrim in detail, listing some of the game's storyline 、 Game Mechanics and analyze them. Researching the advantage and disadvantage viewed from the angle of Game Interactive Design. Finally by analyzing a large number of interactive storytelling cases in the game and the game experience brought to players, I get some universal principles in the game interactive storytelling design level. The research transforms the players' subjective intuition factor into a clear interactive storytelling design pattern, which aims to provide qualitative design criteria and framework for game interactive storytelling design. Then find a universal technique of Game Interactive Design, that is how to design a game interaction system for a sandbox game that will make the game attractive to players. And this may provide some guiding significance for the later Game Interactive Designing.

Q-learning to improve learning speed using Minimax algorithm (미니맥스 알고리즘을 이용한 학습속도 개선을 위한 Q러닝)

  • Shin, YongWoo
    • Journal of Korea Game Society
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    • v.18 no.4
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    • pp.99-106
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    • 2018
  • Board games have many game characters and many state spaces. Therefore, games must be long learning. This paper used reinforcement learning algorithm. But, there is weakness with reinforcement learning. At the beginning of learning, reinforcement learning has the drawback of slow learning speed. Therefore, we tried to improve the learning speed by using the heuristic using the knowledge of the problem domain considering the game tree when there is the same best value during learning. In order to compare the existing character the improved one. I produced a board game. So I compete with one-sided attacking character. Improved character attacked the opponent's one considering the game tree. As a result of experiment, improved character's capability was improved on learning speed.

A music psychological study on the changing elements of music through analysis of Street Fighter II's Character Background Music (스트리트 파이터 2의 캐릭터 배경음악의 분석을 통한 음악의 변화 요소에 관한 음악심리학적 연구)

  • Kim, Byung-Hyun
    • Journal of Korea Game Society
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    • v.17 no.6
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    • pp.103-112
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    • 2017
  • Street fighter II is a game that played an innovative role in the genre of fighting games in the 1990s. There are many elements that this game has played, but I would like to describe the character's background music. Is terms of sound, it is an excellent game with theme music suitable for twelve characters and voice that comes out when using each character's technique. Street Fighter II shows different patterns of background music depending on the charcater's fitness. I analyze it in harmonical way and try to study it form the perspective of music psychology.

A Study of Player Changed-pattern Model for Game Bots Detection in MMORPG (MMORPG에서 게임 봇 프로그램 탐지를 위한 플레이어 패턴 변화 모델에 관한 연구)

  • Yoon, Tae-Bok;Lee, Jee-Hyong
    • Journal of Korea Game Society
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    • v.11 no.1
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    • pp.121-129
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    • 2011
  • In an online-game, the various game service victimized cases are generated by the bots program or auto program. Particularly, the abnormal collection of the game money and item loses the inherent fun of a game. It reaches ultimately the definite bad effect to the game life cycle. This paper collects and analyzes the pattern of game behavior change for the bots detection method. By using the game activity changing information of the human and game activity changing information of the bots, the degree of resemblance was measured. It utilized in the bots detection method. In an experiment, by using the served online-game, the model of a user and bots were generated and similarity was distinguished. And the reasonable result was confirmed.

A Study on the Creation List of Game Scenarios (게임시나리오 창작 리스트 연구)

  • Lee, Jae Hong
    • Journal of Korea Game Society
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    • v.17 no.5
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    • pp.61-70
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    • 2017
  • The fusion of virtual and reality and the revolution of gamification are beginning in human culture. As the quaternary industrial revolution enters the era, major developments of convergence main content games are expected as human-made play products. Now that we need a diverse game IP, we need a methodology that makes it easy to approach game scenario creation. The creation of the game scenario has a very large difference due to interactivity with the general video scenario. Therefore, without interactive knowledge, it is difficult to challenge game scenario creation. In this paper, 'Game Scenario Creation List' was created in order to lower the barriers to entering game scenario creation. I hope that this paper will be even a little positive for the development of game contents.

NOTES ON SELECTION PRINCIPLES IN TOPOLOGY (I): PARACOMPACTNESS

  • BABINKOSTOVA L.;KOCINAC LJ. D. R.;SCHEEPERS M.
    • Journal of the Korean Mathematical Society
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    • v.42 no.4
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    • pp.709-721
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    • 2005
  • G. Gruenhage gave a characterization of paracompactness of locally compact spaces in terms of game theory ([6]). Starting from that result we give another such characterization using a selective version of that game, and study a selection principle in the class of locally compact spaces and its relationships with game theory and a Ramseyan partition relation. We also consider a selective version of paracompactness.

Using the Physics engine to collision detection of 3D Game Object (물리 엔진을 이용한 3차원 게임 객체의 충돌 처리)

  • Kang, Jung-Hun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.711-712
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    • 2009
  • This paper proposes the collision detection of objects of variety how to implement method and corresponding problems in 3D game engine. Specially, I propose the algorithm using a game engine technique to produce 3D game contents.

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