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MODeM@AAMAS 2017 : Multi-Objective Decision Making (MODeM) workshop at AAMAS 2017

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Link: http://rbr.cs.umass.edu/modem/
 
When May 8, 2017 - May 9, 2017
Where Sao Paulo, Brazil
Submission Deadline Feb 7, 2017
Notification Due Mar 2, 2017
Final Version Due Mar 17, 2017
Categories    multi-objective   agents
 

Call For Papers

About the workshop
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In the modern world, many problems have more than one objective. 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

Scope and submission
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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

Submissions should follow standard AAMAS 2017 full-paper submission guidelines (maximum 8 pages of content plus any number of additional pages for only references). The authors should submit novel work that matches one or more of the topics relevant to the workshop. Authors are requested to prepare papers using the AAMAS 2017 style (please do not modify): http://www.aamas2017.org/submission-instructions_aamas2017.php

Submit papers to MODeM via EasyChair: https://easychair.org/conferences/?conf=modem2017.

Proceedings
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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 AAMAS2017 Workshops, where one paper will be selected from each AAMAS2017 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 AAMAS2017 Workshops, where one paper will be selected from each AAMAS2017 workshop. Authors of the selected most visionary paper and the best paper are expected to provide their latex files promptly upon request.

Important Dates
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Paper Submission: Tuesday, 07.02.2017
Notification of Acceptance: Thursday, 02.03.2017
Camera-Ready Submission: Friday, 17.03. 2017
Workshop Date: Monday, 08.05.2017 or Tuesday, 09.05.2017

For more information, please see our website: http://rbr.cs.umass.edu/modem/
or contact us via modem.aamas@gmail.com.

Related Resources

AAMAS 2017   International Conference on Autonomous Agents and Multiagent Systems
AAMAS 2018   International Conference on Autonomous Agents and Multiagent Systems (AAMAS-18)
ISDM 2017   ISDM@INTELLI 2017 : Intelligent Support for Decision Making at INTELLI 2017
IFIPDSS 2018   2018 Open Conference of the IFIP WG 8.3 on Decision Support Systems
Games-SI:DMNSP 2017   Games Special Issue on Decision Making for Network Security and Privacy.
MOPGP 2017   The 12th International Conference on Multiple Objective Programming and Goal Programming
COREDEMA 2017   3rd International Workshop on Conflict Resolution in Decision Making
eCAS@SASO 2017   2nd eCAS Workshop on Engineering Collective Adaptive Systems
RLDM 2017   The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making
CSDMO 2017   Special Session on Cooperative Strategies for Decision Making and Optimization at 9th International Conference on Computational Collective Intelligence (ICCCI 2017)