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Author, Editor

Author(s):

Domshlak, Carmel
Hoffmann, Jörg

dblp
dblp

Not MPG Author(s):

Domshlak, Carmel

Editor(s):

Long, Derek
Smith, Stephen F.
Borrajo, Daniel
McCluskey, Lee

dblp
dblp
dblp
dblp

Not MPII Editor(s):

Long, Derek
Smith, Stephen F.
Borrajo, Daniel
McCluskey, Lee

BibTeX cite key*:

DomshlakHoffmann2006

Title, Booktitle

Title*:

Fast Probabilistic Planning Through Weighted Model Counting

Booktitle*:

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling (ICAPS 2006)

Event, URLs

URL of the conference:

http://icaps06.icaps-conference.org/

URL for downloading the paper:


Event Address*:

The English Lake District

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

6 June 2006

Event End Date:

10 June 2006

Publisher

Name*:

AAAI

URL:

http://www.aaai.org/

Address*:

Menlo Park, USA

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages:

243-252

Year*:

2006

VG Wort Pages:


ISBN/ISSN:

978-1-57735-270-9

Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

We present a new algorithm for probabilistic planning with no observability. Our algorithm, called Probabilistic-FF, extends the heuristic forward-search machinery of Conformant-FF to problems with probabilistic uncertainty about both the initial state and action effects. Specifically, Probabilistic-FF combines Conformant-FF's techniques with a powerful machinery for weighted model counting in (weighted) CNFs, serving to elegantly define both the search space and the heuristic function. Our evaluation of Probabilistic-FF on several probabilistic domains shows an unprecedented, several orders of magnitude improvement over previous results in this area.

URL for the Abstract:

http://www.aaai.org/Library/ICAPS/2006/icaps06-025.php



Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Programming Logics Group

Audience:

Expert

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, CCL bibliography, VG Wort



BibTeX Entry:

@INPROCEEDINGS{DomshlakHoffmann2006,
AUTHOR = {Domshlak, Carmel and Hoffmann, J{\"o}rg},
EDITOR = {Long, Derek and Smith, Stephen F. and Borrajo, Daniel and McCluskey, Lee},
TITLE = {Fast Probabilistic Planning Through Weighted Model Counting},
BOOKTITLE = {Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling (ICAPS 2006)},
PUBLISHER = {AAAI},
YEAR = {2006},
PAGES = {243--252},
ADDRESS = {The English Lake District},
ISBN = {978-1-57735-270-9},
}


Entry last modified by Uwe Brahm, 01/28/2008
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Editor(s)
Jörg Hoffmann
Created
02/13/2006 11:40:36 AM
Revisions
4.
3.
2.
1.
0.
Editor(s)
Uwe Brahm
Uwe Brahm
Uwe Brahm
Christine Kiesel
Christine Kiesel
Edit Dates
2007-04-24 18:10:45
2007-04-24 14:29:12
2007-04-24 12:12:02
16.02.2007 10:59:08
02/13/2006 11:40:36 AM
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