• Title/Summary/Keyword: 게임학과

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Design and Implementation of Reinforcement Learning Agent Using PPO Algorithim for Match 3 Gameplay (매치 3 게임 플레이를 위한 PPO 알고리즘을 이용한 강화학습 에이전트의 설계 및 구현)

  • Park, Dae-Geun;Lee, Wan-Bok
    • Journal of Convergence for Information Technology
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    • v.11 no.3
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    • pp.1-6
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    • 2021
  • Most of the match-3 puzzle games supports automatic play using the MCTS algorithm. However, implementing reinforcement learning agents is not an easy job because it requires both the knowledge of machine learning and the way of complex interactions within the development environment. This study proposes a method in which we can easily design reinforcement learning agents and implement game play agents by applying PPO(Proximal Policy Optimization) algorithms. And we could identify the performance was increased about 44% than the conventional method. The tools we used are the Unity 3D game engine and Unity ML SDK. The experimental result shows that agents became to learn game rules and make better strategic decisions as experiments go on. On average, the puzzle gameplay agents implemented in this study played puzzle games better than normal people. It is expected that the designed agent could be used to speed up the game level design process.

A Study on VR Game Production Techniques to Improvement of Visual Immersion (시각적 몰입감 향상을 위한 VR 게임 제작 기법 연구)

  • Lee, Lang-Goo;Chung, Jean-Hun
    • Journal of Digital Convergence
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    • v.19 no.11
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    • pp.457-462
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    • 2021
  • This study is about production techniques that can improve visual immersion in VR games. First, we reviewed the theory of VR games, current status, visual and immersion through prior work, and selected samples to extract key components that can improve visual immersion in VR games. and, VR games were produced and developed by applying the concept of COVID-19, which is currently popular around the world. As a result, the resolution of technical Element's, frame rate, viewing angle, brightness of lighting, design quality, and Contextual Element's storytelling, background, directing, color, texture, interest and fun because is Significant results that can induce and improve immersion were obtained, and in the end, smooth gameplay was realized. Through this research process and results, it is expected that it will be a basic data in the field of production and development of VR games that can induce and improve users' visual immersion in the future.

A Study on Game Structure by User-Centered Narrative and Play (유저 중심의 서사와 놀이에 의한 게임 구조에 대한 고찰)

  • CHO, Il-hyun
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.401-406
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    • 2019
  • Recently, as multi-platform game environments become common, many games of convergence genre have been produced, and the boundaries of genre division by existing platforms have become blurred. The game genre is convergence content consisting of user-centered 'narrative and play'. In this paper, we propose a game genre classification according to the user 's behavior type based on the essential recognition that the subject of the game is the user. The user's actions are done in different genres and goals and rules, and the interaction is an important act for immersion. Therefore, the user's behavioral classification and perception by the game genre are important and expected to help redefine the game structure.

A Study on Ludo-narrative Harmony in the Video Game "Ghost of Tsushima" (비디오 게임 "고스트 오브 쓰시마"의 게임플레이-스토리의 조화성 고찰)

  • Chun, Bumsue
    • Journal of Korea Game Society
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    • v.21 no.5
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    • pp.87-104
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    • 2021
  • Ludo-narrative dissonance is a prevalent problem among open-world genre video games. However, Ghost of Tsushima (2020) alleviates this issue by designing its characters and narrative structure influenced by Akira Kurosawa's samurai films. The game's protagonist represents "Bushido," a samurai code, and the structure exudes similarity to Joseph Campbell's "Hero's Journey," which heavily influenced Kurosawa's films. The developers also designed the gameplay mechanics such as level-up system, map design, and side quests based on these narrative traits, ultimately making the goal of the narrative and the gameplay mechanics cohesive.

A Study on the Improvement of Job-Related Skills of Game Designers through the Perception of Color Utilization (색채활용인식을 통한 게임디자이너의 직무능력향상에 관한 연구)

  • Yu, Myung-Sun;Lee, Youn-Jin
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.4
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    • pp.9-16
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    • 2022
  • This study studied the improvement of job-Related skills by grasping the status of color use of game designers. The use of color centered on designer was surveyed. As a result, the ranking of color use was in the order of digital color, color harmony, color perception, color mixing, color emotion, and color name. Finally, it presents the opinion that it is necessary to open a color curriculum centered on practitioners and to focus on the 1st to 4th in color fields.

Analysis of the change of the characters according to the change of the media -A Study on Composite Representation of Game Character in Sandboxed Indy Game (매체의 변화에 따른 캐릭터의 시대적 변화분석 -샌드박스형 인디 게임에 있어 게임 캐릭터 융복합적 표현법에 대한 고찰)

  • Lee, Dong-Lyeor
    • Journal of Digital Convergence
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    • v.17 no.6
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    • pp.335-340
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    • 2019
  • With the development of the media, pirate platforms and technologies are critical to the design of video content. Games based on online platforms and networking can help you develop games and expand your game as games are developed. Better yet. This paper is a major feature of the growth of the sandbox game that leads the game of InGame. Phenotypical 3D Dress Graphics You can study the usefulness of graphics based on doubles, the advantages of game characters, and space game graphics.

Technology, Game Production, Game Developers: Understanding Gameswork in South Korea (테크놀로지, 생산 환경, 생산자의 관계 짓기 : 국내 게임 생산의 장의 이해)

  • Jin, Yae-Won
    • Journal of Korea Game Society
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    • v.19 no.1
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    • pp.121-134
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    • 2019
  • This article examines technological innovation's impact on the game production field and on the developers' subjectivity and labor. It focuses on the appearance of the new stage of digitalization via mobile devices during the period when the leading sector of game industry rapidly shifted to Mobile games. Though the in-depth interview with the game developers, this article explores the changes in organizational and management approaches and in the developers' experience and perception of their labor. Given the serious shortage of the related literature, I believe this analysis could provide a new perspective in understanding the gameswork of specific time and location.

A Study on the Remediation of Game Culture in Video Media (영상미디어의 게임문화 재매개 양상 연구)

  • Lee, Dong-Eun
    • Journal of Korea Game Society
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    • v.21 no.6
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    • pp.97-110
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    • 2021
  • The purpose of this study is to analyze how video media such as movies and dramas, which aim for one-way and viewing-oriented content, remediates the attributes of games, and to study the influence and convergence of games and video media. There were two main types of game culture convergence patterns of video media. The first is the passive fusion of the content aspect of the game, and the second is the active fusion of the system aspect of the game. Such research is significant as a basic study that reveals that games affect various video media and proves that game media can function as a representative media leading popular culture.

A study on the Perception of Color Education of Game Major College Students and Game Designers (게임전공 대학생과 게임디자이너의 색채교육 분야에 대한 인식 연구)

  • Yu, Myung-sun;Lee, Youn-Jin
    • Journal of Internet of Things and Convergence
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    • v.8 no.3
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    • pp.21-28
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    • 2022
  • Focusing on the differences in perceptions of color education fields between game majors and game designers. As a result, game major college students were surveyed to have a low recognition rate for the color field, the other group were not. for resolve the gap in perception, it's suggested need to re-educate systematic color education of game major college students and color experience of game designers in terms of securing expertise. it's expected to be presenting the direction of fostering game designers with color sense that contributes for the competitiveness of the game industry.

Gaming Space into a Cultural Place: A study on the transformation process of digital gaming space into a place focused on the framework of Mechanics-Dynamics-Aesthetics (MDA프레임워크를 통한 디지털게임 공간의 장소성 발생 구조에 관한 연구)

  • Yi, Young-A;Kwon, Doo-Hee;Choi, Hye-Lim;Jeong, Eui Jun
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.738-747
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    • 2021
  • Space and place have distinctively different meanings from each other. As virtual reality has become a routine of daily life, placeness concepts have been introduced on discussion tables. Yet, place has not been widely discussed in conceptual approaches Thus, using the concepts of space and place this study attempts to figure out the structure and the processes of how users recognize digital space and give placeness. For the study purpose, it identifies core elements of placeness attribution in digital game places, and then explains the development processes of space into place through characteristics of MDA(Mechanics-Dynamics-Aesthetics)framework. Based on present theoretical concepts and their application process this study also demonstrates the transformation process through which physical space becomes a place in the similar context with a necessary condition in order for a space to be a place. This study confirms that digital games can be transformed into a space that creates placeness in the process. Considering that players' affinity and nostalgia are generated through the placeness acquiring process in digital game space, the processes eventually imply an extension of largely meaningful and influencing contents as digital games induce players' immersion.