Read A Model for Estimating the Performance of a Team of Agents - Kamrani, Farzad; Ayani, Rassul; Moradi, Farshad file in ePub Online

Read A Model for Estimating the Performance of a Team of Agents - Kamrani, Farzad; Ayani, Rassul; Moradi, Farshad file in ePub

KTH, Programvaru- och datorsystem, SCS KTH, Programvaru- och datorsystem, SCS Swedish Defense Research Agency (FOI) 2011 Genre/Form: Conference paperinfo:eu-repo/semantics/conferenceObjecttext Material Type: Internet resource Document Type: Internet Resource, Archival Material All Authors / Contributors: Kamrani, Farzad; Ayani, Rassul; Moradi, Farshad OCLC Number: 798206287 Language Note: English Notes: application/pdf Abstract: In this paper, we present a model for estimatingthe performance of a team of agents, based on the capabilities of the agents and importance of these capabilities for the task. Performance of a team is assumed to be the sum of contributions of individual agents and contributions of subgroups built in the team. We introduce a set of notations, which is required for discussing the suggested models. We also propose a model to estimate the benefit of an agent from interaction with other agents in a subgroup. Based on this benefit model and different (common) strategies, the agents devise plans in which they formulate to what extent they are willing to cooperate with other agents. A negotiation algorithm that resolves the conflicts between the desires of the agents is presented. The effect of this algorithm and different strategies are tested on a set of generated data. The test results show that the performance of a team when the agents choose a cooperation strategy that follows the principle of least effort (Zipf’s law) is higher than teams with other cooperation strategies.© 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Title : A Model for Estimating the Performance of a Team of Agents
Author : Kamrani, Farzad; Ayani, Rassul; Moradi, Farshad
Language : en
Rating :
4.90 out of 5 stars
Type : PDF, ePub, Kindle
Uploaded : Apr 12, 2021

Post Your Comments: