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Towards more intelligent adaptive video game agents

Lucas, SM and Rohlfshagen, P and Perez, D (2012) Towards more intelligent adaptive video game agents. In: Proceedings of the 9th conference on Computing Frontiers - CF '12, ? - ?.

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Abstract

This paper provides a computational intelligence perspective on the design of intelligent video game agents. The paper explains why this is an interesting area to research, and outlines the most promising approaches to date, including evolution, temporal difference learning and Monte Carlo Tree Search. Strengths and weaknesses of each approach are identified, and some research directions are outlined that may soon lead to significantly improved video game agents with lower development costs.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Published proceedings: _not provided_
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Jim Jamieson
Date Deposited: 19 Oct 2012 22:14
Last Modified: 17 Aug 2017 18:07
URI: http://repository.essex.ac.uk/id/eprint/4120

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