loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Gavin Rens 1 ; Thomas Meyer 1 and Gerhard Lakemeyer 2

Affiliations: 1 University of KwaZulu-Natal and CSIR Meraka, South Africa ; 2 Aachen University, Germany

ISBN: 978-989-758-074-1

Keyword(s): Logic, POMDP, Projection, Decision-theory.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Symbolic Systems ; Uncertainty in AI

Abstract: We present a decidable logic in which queries can be posed about (i) the degree of belief in a propositional sentence after an arbitrary finite number of actions and observations and (ii) the utility of a finite sequence of actions after a number of actions and observations. Another contribution of this work is that a POMDP model specification is allowed to be partial or incomplete with no restriction on the lack of information specified for the model. The model may even contain information about non-initial beliefs. Essentially, entailment of arbitrary queries (expressible in the language) can be answered. A sound, complete and terminating decision procedure is provided.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.212.93.234

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Rens G., Meyer T. and Lakemeyer G. (2015). A Modal Logic for the Decision-Theoretic Projection Problem.In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-074-1, pages 5-16. DOI: 10.5220/0005168200050016

@conference{icaart15,
author={Gavin Rens and Thomas Meyer and Gerhard Lakemeyer},
title={A Modal Logic for the Decision-Theoretic Projection Problem},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2015},
pages={5-16},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005168200050016},
isbn={978-989-758-074-1},
}

TY - CONF

JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - A Modal Logic for the Decision-Theoretic Projection Problem
SN - 978-989-758-074-1
AU - Rens G.
AU - Meyer T.
AU - Lakemeyer G.
PY - 2015
SP - 5
EP - 16
DO - 10.5220/0005168200050016

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.