Forschungs- & Entwicklungsinformationsdienst der Gemeinschaft - CORDIS

FP7 ComPLACS

CompLACS

Project ID: 270327
Gefördert unter

Composing Learning for Artificial Cognitive Systems

Von 2011-03-01 bis 2015-02-28, Abgeschlossenes Projekt | CompLACS Website

Projektdetails

Gesamtkosten:

EUR 5 853 582

EU-Beitrag:

EUR 4 427 284

Koordiniert in:

United Kingdom

Aufruf zur Vorschlagseinreichung:

FP7-ICT-2009-6See other projects for this call

Finanzierungsprogramm:

CP - Collaborative project (generic)

Description

One of the aspirations of machine learning is to develop intelligent systems that can address a wide variety of control problems of many different types. Currently, the technology used to specify, solve and analyse one control problem typically cannot be reused on a different problem. The purpose of <a href="http://www.complacs.org/pmwiki.php/Main/HomePage" target="_blank">CompLACS</a> is to develop a unified toolkit that will incorporate the most successful approaches to control problems within a single framework, including bandit problems, Markov Decision Processes (MDPs), Partially Observable MDPs (POMDPs), continuous stochastic control, and multi-agent systems. The toolkit will also provide a generic interface to specifying problems and analysing performance, by mapping intuitive, human-understandable goals into machine-understandable objectives, and by mapping algorithm performance and get back into human-understandable terms.

 

Ziel

One of the aspirations of machine learning is to develop intelligent systems that can address a wide variety of control problems of many different types. However, although the community has developed successful technologies for many individual problems, these technologies have not previously been integrated into a unified framework. As a result, the technology used to specify, solve and analyse one control problem typically cannot be reused on a different problem. The community has fragmented into a diverse set of specialists with particular solutions to particular problems. The purpose of this project is to develop a unified toolkit for intelligent control in many different problem areas. This toolkit will incorporate many of the most successful approaches to a variety of important control problems within a single framework, including bandit problems, Markov Decision Processes (MDPs), Partially Observable MDPs (POMDPs), continuous stochastic control, and multi-agent systems. In addition, the toolkit will provide methods for the automatic construction of representations and capabilities, which can then be applied to any of these problem types. Finally, the toolkit will provide a generic interface to specifying problems and analysing performance, by mapping intuitive, human-understandable goals into machine-understandable objectives, and by mapping algorithm performance and regret back into human-understandable terms.

Koordinator

UNIVERSITY COLLEGE LONDON
United Kingdom

EU-Beitrag: EUR 1 160 410


GOWER STREET
WC1E 6BT LONDON
United Kingdom
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Greta Borg-Carbott
Tel.: +44 2031083033
Fax: +44 20 78132849

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Teilnehmer

MONTANUNIVERSITAT LEOBEN
Austria

EU-Beitrag: EUR 535 705


FRANZ JOSEF STRASSE 18
8700 LEOBEN
Austria
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Karin Rehatschek
Tel.: +43 38424028411
Fax: +43 38424601040

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TECHNISCHE UNIVERSITAET BERLIN
Germany

EU-Beitrag: EUR 321 468


STRASSE DES 17 JUNI 135
10623 BERLIN
Germany
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Simone Ludwig
Tel.: +493031421371
Fax: +493031421689

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MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV
Teilnahme ist beendet
Germany

EU-Beitrag: EUR 148


HOFGARTENSTRASSE 8
80539 MUENCHEN
Germany
Activity type: Research Organisations
Administrative Kontaktangaben: Klaus Schrader
Tel.: +49 0711 6891220
Fax: +49 0711 6891010

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TECHNISCHE UNIVERSITAT DARMSTADT
Germany

EU-Beitrag: EUR 580 786


KAROLINENPLATZ 5
64289 DARMSTADT
Germany
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Jan Peters
Tel.: +496151 166775
Fax: +496151 162478

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INSTITUT NATIONAL DE RECHERCHE ENINFORMATIQUE ET AUTOMATIQUE
France

EU-Beitrag: EUR 536 887


DOMAINE DE VOLUCEAU ROCQUENCOURT
78153 LE CHESNAY CEDEX
France
Activity type: Research Organisations
Administrative Kontaktangaben: Sylvie Coudert
Tel.: +33 3 5957 7854
Fax: +33 3 5957 7950

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STICHTING KATHOLIEKE UNIVERSITEIT
Netherlands

EU-Beitrag: EUR 533 628


GEERT GROOTEPLEIN NOORD 9
6525 NIJMEGEN
Netherlands
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Peter Spoormakers
Tel.: +31 24 3652616
Fax: +31 24 3652126

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ROYAL HOLLOWAY AND BEDFORD NEW COLLEGE
United Kingdom

EU-Beitrag: EUR 321 413


EGHAM HILL UNIVERSITY OF LONDON
00200 EGHAM
United Kingdom
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Hitesh Patel
Tel.: +44 1784 443844
Fax: +44 1784 497301

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UNIVERSITY OF BRISTOL
United Kingdom

EU-Beitrag: EUR 436 839


TYNDALL AVENUE SENATE HOUSE
BS8 1TH BRISTOL
United Kingdom
Activity type: Higher or Secondary Education Establishments
Administrative Kontaktangaben: Johanna Rule
Tel.: +44 117 9288696
Fax: +44 117 3315636

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