Multi-objective multi-agent decision making: a utility-based analysis and survey
نویسندگان
چکیده
منابع مشابه
Multi-Objective Decision Making
Many real-world tasks require making decisions that involve multiple possibly conflicting objectives. To succeed in such tasks, intelligent systems need planning or learning algorithms that can e ciently find di↵erent ways of balancing the trade-o↵s that such objectives present. In this tutorial, we provide an introduction to decision-theoretic approaches to coping with multiple objectives. We ...
متن کاملA Survey of Multi-Objective Sequential Decision-Making
Sequential decision-making problems with multiple objectives arise naturally in practice and pose unique challenges for research in decision-theoretic planning and learning, which has largely focused on single-objective settings. This article surveys algorithms designed for sequential decision-making problems with multiple objectives. Though there is a growing body of literature on this subject...
متن کاملThe multi-objective decision making methods based on MULTIMOORA and MOOSRA for the laptop selection problem
A decision making process requires the values of conflicting objectives for alternatives and the selection of the best alternative according to the needs of decision makers. Multi-objective optimization methods may provide solution for this selection. In this paper it is aimed to present the laptop selection problem based on MOORA plus full multiplicative form (MULTIMOORA) and multi-objective o...
متن کاملGraph-based multi-agent decision making
Article history: Received 28 March 2011 Received in revised form 9 December 2011 Accepted 9 December 2011 Available online 14 December 2011
متن کاملMulti-criteria Argumentation-Based Decision Making within a BDI Agent
The BDI model, as a practical reasoning architecture aims at making decisions about what to do based on cognitives notions as beliefs, desires and intentions. However, during the decision making process, BDI agents also have to make background decisions like choosing what intention to achieve next from a set of possibly conflicting desires; which plan to execute from among the plans that satisf...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Autonomous Agents and Multi-Agent Systems
سال: 2019
ISSN: 1387-2532,1573-7454
DOI: 10.1007/s10458-019-09433-x