- February 2017 - MODeM has been canceled.
- February 2017 - Deadline extended to February 17th!
- January 2017 - MODeM is endorsed by the International Society on Multiple Criteria Decision Making (MCDM)
- December 2016 - The first call for papers!
- November 2016 - MODeM 2017 website launched
In the modern world, many problems have more than one objective. For example, imagine an office in which the meeting scheduling controlled by an autonomous system needs to maximise the comfort levels of the building's occupants while minimising the energy consumption, or an agent that advises a medical treatment plan for schizophrenia that aims to minimise the severity of the symptoms, while minimising weight gain and maximising quality of life. When a priori scalarisation of such a multi-objective problem is not possible, explicitly multi-objective methods are necessary to enable (multi-)agent systems for these environments.
The Multi-Objective Decision Making (MODeM) workshop aims to bring together people from across the agents community and beyond. Inside of the agents community (and the operations research, control theory and robotics communities), researchers have recently been working on multi-objective: decision-theoretic planning, reinforcement learning, multi-agent coordination, constraint optimisation problems, path planning and game theory. In adjacent communities, multi-objective evolutionary algorithms and multi-objective (heuristic) optimisation, and multi-criteria decision-making and multi-attribute utility theory, are large and long-established (sub)fields. Another highly related problem is that of preference elicitation with respect to different objectives, which is studied in the field of computational social choice. The goal of this workshop is to bring together ideas from all these (sub)fields and communities, leading to cross-pollination, and hopefully interesting new collaborations.
MODeM is officially endorsed by the International Society on Multiple Criteria Decision Making (MCDM): http://www.mcdmsociety.org/content/events-endorsed-mcdm-society
We invite novel papers on multi-objective decision making, synergies between multi-objective decision making and other topics, and applications of multi-objective decision making. Topics of interest include (but are not limited to) the following:
- Multi-objective planning and scheduling
- Multi-objective multi-agent coordination
- Multi-objective constraint optimisation and graphical models
- Multi-objective reinforcement learning
- Multiple objectives in game theory and mechanism design
- Multi-objective evolutionary methods for autonomous agents and multi-agent systems
- Applications of multi-objective decision making
- Multi-objectification in autonomous agents and multi-agent systems
- Preference elicitation and computational social choice for multi-objective decision making
Paper Submission Deadline:
Friday, February 17, 2017
Notification of Acceptance:
Thursday, March 2, 2017
Friday, March 17, 2017
Monday, May 8, 2017 or Tuesday, May 9, 2017 (TBD)
The most “visionary paper” will be published by Springer in a book under the Lecture Notes in Artificial Intelligence (LNAI) Hot Topics series. The book will be a compilation of the most visionary papers of the AAMAS 2017 workshops, where one paper will be selected from each AAMAS 2017 workshop.
Additionally, the “best paper” will be published by Springer in a book under the Communications in Computer and Information Science (CCIS) series. The book will be a compilation of the best papers of the AAMAS 2017 workshops, where one paper will be selected from each AAMAS 2017 workshop.
Authors of the selected most visionary paper and the best paper are expected to provide their LaTeX files promptly upon request.
Please see http://www.aamas2017.org/workshops_aamas2017.php for more details.
The panel discussion will conclude the workshop with reflections and perspectives on the state of multi-objective decision making overall.
The panel members include: TBD
The tentative schedule is as follows:
9:00 - 9:10
MODeM Opening: Welcome, Scope, and Aims
9:10 - 9:55
Tutorial on Multi-Objective Decision Making
10:00 - 10:25
10:25 - 10:50
10:50 - 11:15
11:45 - 12:45
11:15 - 11:45
12:45 - 13:10
13:10 - 13:35
13:35 - 14:00
14:30 - 15:30
15:30 - 15:55
16:00 - 17:00
17:00 - 19:00
Senior Advisory Committee:
- Carlos A. Coello Coello, Center for Research and Advanced Studies of the National Polytechnic Institute
- Judy Goldsmith, University of Kentucky
- Abdel-Illah Mouaddib, University of Caen Normandy
- Ann Nowé, Vrije Universiteit Brussel
- Frans A. Oliehoek, University of Liverpool / University of Amsterdam
- Thomas Stützle, Université Libre de Bruxelles
- Matthijs Spaan, Delft University of Technology
- Karl Tuyls, University of Liverpool
- Shimon Whiteson, University of Oxford
- Marco Wiering, University of Groningen
- Shlomo Zilberstein, University of Massachusetts Amherst
- Yannis Assael
- Carlos Azevendo
- Carlos Coello
- Douglas Creighton
- Richard Dazeley
- Deon Garrett
- Judy Goldsmith
- Enda Howley
- Radu Marinescu
- Akshay Narayan
- Ann Nowé
- Frans Oliehoek
- Simone Parisi
- Marcello Restelli
- Diederik Roijers
- Dirk Sierag
- Matthijs Spaan
- Thomas Stützle
- Karl Tuyls
- Peter Vamplew
- Erwin Walraven
- Paul Weng
- Marco Wiering
- Kyle Hollins Wray
- Logan Yliniemi
- Luisa Zintgraf
- Joost van Doorn
- Elise van der Pol
Please direct questions regarding the workshop to "modem.aamas 'at' gmail.com".