An international workshop in conjunction with

the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013)

Scalable Decision Making: Uncertainty, Imperfection, Deliberation (SCALE)

September 23, 2013, Prague

This page contains algorithms published in different papers.

The workshop aims to exploit the knowledge and experience of multi-disciplinary scientific community and to extract a set of fundamental concepts describing a phenomenon of dynamic decision making with interacting imperfect selfish participants. Devices (e.g. robots), computer algorithms (e.g. controllers), humans (e.g. experts) and their combination will be considered. This challenging aim requires a deep understanding the main discrepancies between normative and descriptive theories as well as the imperfection phenomenon.

TBA

• NIPS Workshop on Probabilistic Approaches for Robotics and Control 2009, Vancouver, Canada
• The 1^st NIPS Workshop on Decision Making with Multiple Imperfect Decision Makers 2010, Vancouver, Canada
• The 2^nd NIPS Workshop on Decision Making with Multiple Imperfect Decision Makers 2011, Sierra Nevada, Spain

Attendance of the workshop requires registration to ECML PKDD 2013. More information can be found at the conference site.  Please visit the ECML/PKDD 2013 Registration page for more information. 

Programme Committee (confirmed, in alphabet order):

Henry Brighton, Max Planck Institute for Human Development, Berlin, Germany

Itzhak Gilboa, HEC, Paris, France

Robert J.Howlett, KES International, UK

Miroslav Kárný, Institute of Information Theory and Automation, Prague   

Invited Talks (in alphabetical order)

Submissions serving to the decision on acceptance should be within the range 8 - 12 pages formatted using LNCS style . Submissions in pdf format only should be made via  Online Submission System. The deadline for submissions is June 28, 2013. The papers will be selected on the basis of peer-reviews.

• Miroslav Kárný, Department of Adaptive Systems, Institute of Information Theory and Automation, Academy of Sciences of the Czech Republic
• Tatiana Valentine Guy, Department of Adaptive Systems, Institute of Information Theory and Automation, Academy of Sciences of the Czech Republic

In case of any question about submission, please contact us via e-mail imperfectDM@utia.cas.cz.