|
| |||||||||||||||
MODeM 2026 : Multi-Objective Decision Making Workshop @ IJCAI-ECAI 2026 | |||||||||||||||
| Link: https://modem2026.vub.ac.be | |||||||||||||||
| |||||||||||||||
Call For Papers | |||||||||||||||
|
Multi-Objective Decision Making Workshop (MODeM 2026) at IJCAI-ECAI 2026
------------------------------------------------------------------------------------------------------------- TLDR Following on from successful previous editions that were held virtually in 2021 and in person at ECAI 2023,ECAI 2024, and ECAI 2025, the Multi-Objective Decision Making 2026 (MODeM 2026) workshop will be held in person again this year at IJCAI-ECAI 2026, on 15/16/17 August (TBA) in Bremen, Germany. MODeM 2026 covers all aspects of multi-objective/multi-criteria/multi-attribute decision making in relation to intelligent systems and autonomous agents Further details are available on the workshop website: https://modem2026.vub.ac.be/ MODeM 2026 Workshop paper deadline: 5 May 2026 (23:59 AoE) ------------------------------------------------------------------------------------------------------------- Explicitly modelling multiple objectives can be essential for decision support, explainability, and human-AI alignment. As such, there has been a growing awareness of the need for automated and assistive decision making systems to move beyond single-objective formulations when dealing with complex real-world issues, which invariably involve multiple competing objectives. In this workshop, we aim to provide a platform for original research in multi-objective decision making using AI. The workshop targets high-quality original papers covering all aspects of multi-objective decision making, including, but not limited to, the list of topics below. Topics The following is a non-exhaustive list of topics that we would like to cover in the workshop: - Multi-objective/multi-criteria/multi-attribute decision making - Multi-objective reinforcement learning - Multi-objective planning and scheduling - Multi-objective multi-agent decision making - Multi-objective game theory - Multi-objective/multi-criteria/multi-attribute utility theory - Preference elicitation for MODeM - Social choice and MODeM - Multi-objective decision support systems - Multi-objective metaheuristic optimisation (e.g. evolutionary algorithms) for autonomous agents and multi-agent systems - Multi-objectivisation - Human-AI alignment through multi-objective modelling - Ethical AI through multi-objective modelling - Explainable AI through multi-objective modelling - Interactive systems for MODeM - Applications of MODeM - Interdisciplinary work (MODeM research that relates to other fields) - New benchmark problems for MODeM Important Dates: - Submissions deadline: 5 May 2026 (23:59 AoE) - Notification of acceptance: 1 June 2026 - Camera-ready copies: 30 June 2026 - Workshop: 15/16/17 August 2026 (TBA) Submission details: Papers should be formatted according to the IJCAI-ECAI 2026 guidelines, and should be a maximum of 7 pages in length (with additional pages containing references only). Shorter papers (up to 5 pages) reporting preliminary results and work-in-progress are also welcome. Submissions should report original work that has not previously been published elsewhere. Finally, we also welcome summaries of recently published journal papers in the form of a 2-page abstract. All submissions will be peer-reviewed (double-blind). Accepted work will be allocated time for oral and/or poster presentation during the workshop. Organising Committee Hicham Azmani (Vrije Universiteit Brussel, BE) Gaurav Dixit (Oregon State University, US) Pieter Libin (Vrije Universiteit Brussel, BE) Roxana Rădulescu (Utrecht University, NL; Vrije Universiteit Brussel, BE) Senior Advisory Committee Ali E. Abbas (University of Southern California, USA) Carlos A. Coello Coello (CINVESTAV-IPN, MX) Ivana Dusparic (Trinity College Dublin, IE) Patrick Mannion (University of Galway, IE) Ann Nowé (Vrije Universiteit Brussel, BE) Diederik M. Roijers (Vrije Universiteit Brussel, BE; City of Amsterdam, NL) Peter Vamplew (Federation University Australia, AU) Paolo Viappiani - (Université Paris Dauphine PSL, FR) Program Committee If you are interested in serving on the programme committee please get in touch with the organisers at: modem.organisers AT gmail.com |
|