Fuzzy-Based Decision Strategy in Real-Time Strategic Games

被引：2
|
作者：
Volna, Eva [1 ]
机构：
[1] Univ Ostrava, Dept Informat & Comp, 30 Dubna 22, Ostrava, Czech Republic
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2017 (ICCMSE-2017) | 2017年 / 1906卷
关键词：
D O I：
10.1063/1.5012346
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The aim of this article is to describe our own gaming artificial intelligence for OpenTTD, which is a real-time building strategy game. A multi-agent system with fuzzy decision-making was used for the proposal itself. The multi-agent system was chosen because real-time strategy games achieve great complexity and require decomposition of the problem into individual problems, which are then solved by individual cooperating agents. The system becomes then more stable and easily expandable. The fuzzy approach makes the decision-making process of strategies easier thanks to the use of uncertainty. In the conclusion, own experimental results were compared with other approaches.
引用
收藏
页数：4
相关论文
共 50 条
  • [21] Real-time control and monitoring of drilling fluids density by fuzzy-based control system
    Radich, A. S.
    Magalhaes Filho, S. C.
    Borges, R. F. O.
    Scheid, C. M.
    Meleiro, L. A. C.
    Calcada, L. A.
    GEOENERGY SCIENCE AND ENGINEERING, 2023, 222
  • [22] A Real-Time Robust Fuzzy-based Level Control Using Programmable Logic Controller
    Aydogmus, Zafer
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2015, 21 (01) : 13 - 17
  • [23] RTSenv: An Experimental Environment for Real-Time Strategy Games
    Shen, Siqi
    Visser, Otto
    Iosup, Alexandru
    2011 10TH ANNUAL WORKSHOP ON NETWORK AND SYSTEMS SUPPORT FOR GAMES (NETGAMES 2011), 2011,
  • [24] Procedural Content Generation for Real-Time Strategy Games
    Lara-Cabrera, Raul
    Nogueira-Collazo, Mariela
    Cotta, Carlos
    Fernandez-Leiva, Antonio J.
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2015, 3 (02): : 40 - 48
  • [25] Explaining How to Play Real-Time Strategy Games
    Metoyer, Ronald
    Stumpf, Simone
    Neumann, Christoph
    Dodge, Jonathan
    Cao, Jill
    Schnabel, Aaron
    RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XXVI: INCORPORATING APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XVII, 2010, : 249 - +
  • [26] A Study on Smart Deployment for Real-Time Strategy Games
    Yang, Cheng-Ta
    Chen, Bing-Chang
    Yeh, Her-Tyan
    Jian, Guo-Xiang
    INTELLIGENT DATA ANALYSIS AND APPLICATIONS, (ECC 2016), 2017, 535 : 185 - 190
  • [27] CONCIENS: Organizational Awareness in Real-Time Strategy Games
    Alvarez-Napagao, Sergio
    Gomez-Sebastia, Ignasi
    Vazquez-Salceda, Javier
    Koch, Fernando
    ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2010, 220 : 69 - 78
  • [28] Contextual Combinatorial Bandits in Real-Time Strategy Games
    Yang, Zuozhi
    Ontanon, Santiago
    2021 IEEE CONFERENCE ON GAMES (COG), 2021, : 735 - 743
  • [29] Explaining how to play real-time strategy games
    Metoyer, Ronald
    Stumpf, Simone
    Neumann, Christoph
    Dodge, Jonathan
    Cao, Jill
    Schnabel, Aaron
    KNOWLEDGE-BASED SYSTEMS, 2010, 23 (04) : 295 - 301
  • [30] Intelligent Moving of Groups in Real-Time Strategy Games
    Danielsiek, Holger
    Stueer, Raphael
    Thom, Andreas
    Beume, Nicola
    Naujoks, Boris
    Preuss, Mike
    2008 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND GAMES, 2008, : 71 - 78
12345