Application Of artificial intelligence techniques I=in Ms. Pac-Man game: a review
Artificial Intelligence (AI) techniques are successfully used and applied in a wide range of areas, including manufacturing, engineering, economics, medicine and military. In recent years, there has been an increasing interest in Game Artificial Intelligence or Game AI. Game AI refers to techniques...
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| Main Authors: | , |
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| Format: | Non-Indexed Article |
| Published: |
Universiti Malaysia Kelantan
2015
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| Online Access: | http://discol.umk.edu.my/id/eprint/8350/ http://teniat.umk.edu.my/images/TENIATVol3Issue12015/TENIAT,%20Vol%203,%20Issue%201,%20pp%201-14.pdf |
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| Summary: | Artificial Intelligence (AI) techniques are successfully used and applied in a wide range of areas, including
manufacturing, engineering, economics, medicine and military. In recent years, there has been an
increasing interest in Game Artificial Intelligence or Game AI. Game AI refers to techniques applied in
computer and video games such as learning, pathfinding, planning, and many others for creating intelligent
and autonomous behaviour to the characters in games. The main objective of this paper is to highlight
several most common of the AI techniques for designing and controlling the computer-based characters
to play Ms. Pac-Man game between years 2005-2012. The Ms. Pac-Man is one of the games that used as
benchmark for comparison of autonomous controllers in a series of international Game AI competitions.
An extensive content analysis method was conducted through critical review on previous literature related
to the field. Findings highlight, although there was various and unique techniques available, the major
limitation of previous studies for creating the Ms. Pac-Man game characters is a lack of generalization
capability across different game characters. The findings could provide the future direction for researchers
to improve the Generalization A.I capability of game characters in the Game Artificial Intelligence market. |
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