van Ditmarsch, Hans ;
Herzig, Andreas ;
de Lima, Tiago
Optimal Regression for Reasoning about Knowledge and Actions
Abstract
We show how in the propositional case both Reiter's and Scherl & Levesque's solutions to the frame problem can be modelled in dynamic epistemic logic (DEL), and provide an optimal regression algorithm for the latter.
Our method is as follows: we extend Reiter's framework by integrating observation actions and modal operators of knowledge, and encode the resulting formalism in DEL with announcement and assignment operators.
By extending Lutz' recent satisfiability-preserving reduction to our logic, we establish optimal decision procedures for both Reiter's and Scherl & Levesque's approaches:
satisfiability is NP-complete for one agent, PSPACE-complete for multiple agents and EXPTIME-complete when common knowledge is involved.
BibTeX - Entry
@InProceedings{vanditmarsch_et_al:DSP:2007:1207,
author = {Hans van Ditmarsch and Andreas Herzig and Tiago de Lima},
title = {Optimal Regression for Reasoning about Knowledge and Actions},
booktitle = {Formal Models of Belief Change in Rational Agents},
year = {2007},
editor = {Giacomo Bonanno and James Delgrande and J{\'e}r{\^o}me Lang and Hans Rott},
number = {07351},
series = {Dagstuhl Seminar Proceedings},
ISSN = {1862-4405},
publisher = {Internationales Begegnungs- und Forschungszentrum f{\"u}r Informatik (IBFI), Schloss Dagstuhl, Germany},
address = {Dagstuhl, Germany},
URL = {http://drops.dagstuhl.de/opus/volltexte/2007/1207},
annote = {Keywords: Reasoning about action and change, reasoning about knowledge, situation calculus, frame problem, dynamic epistemic logic}
}
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Keywords: |
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Reasoning about action and change, reasoning about knowledge, situation calculus, frame problem, dynamic epistemic logic |
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Seminar: |
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07351 - Formal Models of Belief Change in Rational Agents
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Issue date: |
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2007 |
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Date of publication: |
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20.11.2007 |