New fuzzy integral for the unit maneuver in RTS game

Peter Hiu Fung Ng, Ying Jie Li, Chi Keung Simon Shiu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

3 Citations (Scopus)

Abstract

A new strategy planning is proposed to improve the effectiveness of unit maneuver in RTS game. Following several other researchers, our approach is based on the technique of potential field to provide an efficient path searching in dynamic environment. However, we adopt the Fuzzy Measure and Integral to indicate the interaction among the unit types. Hence, we also propose a new Fuzzy Integral to improve the quality of unit maneuver. Diversion and flank attack can be planned in potential field dynamically. We implement and present our techniques on real RTS game platform. The result is promising in this complex environment.
Original languageEnglish
Title of host publicationPattern Recognition and Machine Intelligence - 5th International Conference, PReMI 2013, Proceedings
Pages256-261
Number of pages6
DOIs
Publication statusPublished - 1 Dec 2013
Event5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013 - Kolkata, India
Duration: 10 Dec 201314 Dec 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8251 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013
CountryIndia
CityKolkata
Period10/12/1314/12/13

Keywords

  • CMA-ES
  • Fuzzy integral
  • Fuzzy measure
  • Potential field
  • RTS

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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