Filtering With Logic Programs and Its Application to General Game Playing

Authors

  • Michael Thielscher The University of New South Wales

DOI:

https://doi.org/10.1609/aaai.v27i1.8595

Keywords:

General game playing, Logical Filtering

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.

Downloads

Published

2013-06-30

How to Cite

Thielscher, M. (2013). Filtering With Logic Programs and Its Application to General Game Playing. Proceedings of the AAAI Conference on Artificial Intelligence, 27(1), 890-896. https://doi.org/10.1609/aaai.v27i1.8595