Skip to main content

Composing Learning for Artificial Cognitive Systems

Project description

Cognitive Systems and Robotics 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 CompLACS 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.

 

Field of science

  • /natural sciences/computer and information sciences/artificial intelligence/machine learning

Call for proposal

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

Funding Scheme

CP - Collaborative project (generic)

Coordinator

University College London
Address
Gower Street
WC1E 6BT London
United Kingdom
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 1 160 410
Administrative Contact
Greta Borg-Carbott (Ms.)

Participants (8)

MONTANUNIVERSITAET LEOBEN
Austria
EU contribution
€ 535 705
Address
Franz Josef Strasse 18
8700 Leoben
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Karin Rehatschek (Ms.)
TECHNISCHE UNIVERSITAT BERLIN
Germany
EU contribution
€ 321 468
Address
Strasse Des 17 Juni 135
10623 Berlin
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Simone Ludwig (Ms.)
Klinik Max Planck Institut für Psychiatrie

Participation ended

Germany
EU contribution
€ 148
Address
Hofgartenstrasse 8
80539 Muenchen
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Administrative Contact
Klaus Schrader (Mr.)
TECHNISCHE UNIVERSITAT DARMSTADT
Germany
EU contribution
€ 580 786
Address
Karolinenplatz 5
64289 Darmstadt
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Jan Peters (Prof.)
INSTITUT NATIONAL DE RECHERCHE ENINFORMATIQUE ET AUTOMATIQUE
France
EU contribution
€ 536 887
Address
Domaine De Voluceau Rocquencourt
78153 Le Chesnay Cedex
Activity type
Research Organisations
Administrative Contact
Sylvie Coudert (Ms.)
STICHTING KATHOLIEKE UNIVERSITEIT
Netherlands
EU contribution
€ 533 628
Address
Geert Grooteplein Noord 9
6525 EZ Nijmegen
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Peter Spoormakers (Mr.)
ROYAL HOLLOWAY AND BEDFORD NEW COLLEGE
United Kingdom
EU contribution
€ 321 413
Address
Egham Hill University Of London
TW20 0EX Egham
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Hitesh Patel (Dr.)
UNIVERSITY OF BRISTOL
United Kingdom
EU contribution
€ 436 839
Address
Beacon House Queens Road
BS8 1QU Bristol
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Johanna Rule (Ms.)