Filtering with logic programs and its application to general game playing

Michael Thielscher

Filtering with logic programs and its application to general game playing

Michael Thielscher

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

1 Citation (Scopus)

Abstract

Motivated by the problem of building a basic reasoner for general game playing with imperfect information, we address the problem of filtering with logic programs, whereby an agent updates its incomplete knowledge of a program by observations. We develop a filtering method by adapting an existing backward-chaining and abduction method for so-called open logic programs. Experimental results show that this provides a basic effective and efficient "legal" player for general imperfect-information games.

Original language	English
Title of host publication	Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.
Publisher	AAAI Press
Pages	890-896
Number of pages	7
ISBN (Print)	9781577356158
Publication status	Published - 2013
Event	AAAI Conference on Artificial Intelligence - Duration: 14 Jul 2013 → …

Conference

Conference	AAAI Conference on Artificial Intelligence
Period	14/07/13 → …

Cite this

Thielscher, M. (2013). Filtering with logic programs and its application to general game playing. In Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S. (pp. 890-896). AAAI Press.

Thielscher, Michael. / Filtering with logic programs and its application to general game playing. Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.. AAAI Press, 2013. pp. 890-896

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title = "Filtering with logic programs and its application to general game playing",

abstract = "Motivated by the problem of building a basic reasoner for general game playing with imperfect information, we address the problem of filtering with logic programs, whereby an agent updates its incomplete knowledge of a program by observations. We develop a filtering method by adapting an existing backward-chaining and abduction method for so-called open logic programs. Experimental results show that this provides a basic effective and efficient {"}legal{"} player for general imperfect-information games.",

author = "Michael Thielscher",

year = "2013",

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pages = "890--896",

booktitle = "Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.",

publisher = "AAAI Press",

note = "AAAI Conference on Artificial Intelligence ; Conference date: 14-07-2013",

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Thielscher, M 2013, Filtering with logic programs and its application to general game playing. in Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.. AAAI Press, pp. 890-896, AAAI Conference on Artificial Intelligence, 14/07/13.

Filtering with logic programs and its application to general game playing. / Thielscher, Michael.
Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.. AAAI Press, 2013. p. 890-896.

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

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T1 - Filtering with logic programs and its application to general game playing

AU - Thielscher, Michael

PY - 2013

Y1 - 2013

N2 - Motivated by the problem of building a basic reasoner for general game playing with imperfect information, we address the problem of filtering with logic programs, whereby an agent updates its incomplete knowledge of a program by observations. We develop a filtering method by adapting an existing backward-chaining and abduction method for so-called open logic programs. Experimental results show that this provides a basic effective and efficient "legal" player for general imperfect-information games.

AB - Motivated by the problem of building a basic reasoner for general game playing with imperfect information, we address the problem of filtering with logic programs, whereby an agent updates its incomplete knowledge of a program by observations. We develop a filtering method by adapting an existing backward-chaining and abduction method for so-called open logic programs. Experimental results show that this provides a basic effective and efficient "legal" player for general imperfect-information games.

UR - http://handle.uws.edu.au:8081/1959.7/550201

M3 - Conference Paper

SN - 9781577356158

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EP - 896

BT - Proceedings of the 27th American Association for Artificial Intelligence Conference on Artificial Intelligence (AAAI-13) and the 25th Innovative Applications of Artificial Intelligence Conference (IAAI-13), 14-18 July 2013, Bellevue, Wash., U.S.

PB - AAAI Press

T2 - AAAI Conference on Artificial Intelligence

Y2 - 14 July 2013

ER -

Filtering with logic programs and its application to general game playing

Abstract

Conference

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