Bellman goes Relational (extended abstract)

M. van Otterlo; Kristian Kersting; Luc De Raedt

Bellman goes Relational (extended abstract)

M. van Otterlo
, Kristian Kersting
, Luc De Raedt

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

34 Downloads (Pure)

Abstract

We introduce REBEL, a relational Bellman update operator that can be used for Markov Decision Processes in - possibly infinite - relational domains. Using REBEL we develop a relational value iteration algorithm.

Original language	Undefined
Title of host publication	Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04)
Editors	R. Verbrugge, N. Taatgen, L. Schonmaker
Place of Publication	Groningen
Publisher	University of Groningen
Pages	287-288
Number of pages	2
Publication status	Published - 21 Oct 2004
Event	16th Belgium-Dutch Conference on Artificial Intelligence, BNAIC 2004 - Groningen, Netherlands Duration: 21 Oct 2004 → 22 Oct 2004 Conference number: 16

Publication series

Name
Publisher	University of Groningen

Conference

Conference	16th Belgium-Dutch Conference on Artificial Intelligence, BNAIC 2004
Abbreviated title	BNAIC
Country/Territory	Netherlands
City	Groningen
Period	21/10/04 → 22/10/04

Keywords

EWI-12988
IR-64848
METIS-221214
HMI-IA: Intelligent Agents

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Cite this

@inproceedings{8db9e49be1f147779eae39c489a994ce,

title = "Bellman goes Relational (extended abstract)",

abstract = "We introduce REBEL, a relational Bellman update operator that can be used for Markov Decision Processes in - possibly infinite - relational domains. Using REBEL we develop a relational value iteration algorithm.",

keywords = "EWI-12988, IR-64848, METIS-221214, HMI-IA: Intelligent Agents",

author = "\{van Otterlo\}, M. and Kristian Kersting and \{De Raedt\}, Luc",

note = "Otterlovan319:2004 ISSN=1568-7805 ; 16th Belgium-Dutch Conference on Artificial Intelligence, BNAIC 2004 ; Conference date: 21-10-2004 Through 22-10-2004",

year = "2004",

month = oct,

day = "21",

language = "Undefined",

publisher = "University of Groningen",

pages = "287--288",

editor = "R. Verbrugge and N. Taatgen and L. Schonmaker",

booktitle = "Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04)",

address = "Netherlands",

}

van Otterlo, M, Kersting, K & De Raedt, L 2004, Bellman goes Relational (extended abstract). in R Verbrugge, N Taatgen & L Schonmaker (eds), Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04). University of Groningen, Groningen, pp. 287-288, 16th Belgium-Dutch Conference on Artificial Intelligence, BNAIC 2004, Groningen, Netherlands, 21/10/04. <http://proceedings.eldoc.ub.rug.nl/HOME/bnaic/2004/pt2/bell/>

Bellman goes Relational (extended abstract). / van Otterlo, M.; Kersting, Kristian; De Raedt, Luc.
Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04). ed. / R. Verbrugge; N. Taatgen; L. Schonmaker. Groningen: University of Groningen, 2004. p. 287-288.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Bellman goes Relational (extended abstract)

AU - van Otterlo, M.

AU - Kersting, Kristian

AU - De Raedt, Luc

N1 - Conference code: 16

PY - 2004/10/21

Y1 - 2004/10/21

N2 - We introduce REBEL, a relational Bellman update operator that can be used for Markov Decision Processes in - possibly infinite - relational domains. Using REBEL we develop a relational value iteration algorithm.

AB - We introduce REBEL, a relational Bellman update operator that can be used for Markov Decision Processes in - possibly infinite - relational domains. Using REBEL we develop a relational value iteration algorithm.

KW - EWI-12988

KW - IR-64848

KW - METIS-221214

KW - HMI-IA: Intelligent Agents

M3 - Conference contribution

SP - 287

EP - 288

BT - Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04)

A2 - Verbrugge, R.

A2 - Taatgen, N.

A2 - Schonmaker, L.

PB - University of Groningen

CY - Groningen

T2 - 16th Belgium-Dutch Conference on Artificial Intelligence, BNAIC 2004

Y2 - 21 October 2004 through 22 October 2004

ER -