Imperial College London

Professor Yiannis Demiris

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Professor of Human-Centred Robotics, Head of ISN
 
 
 
//

Contact

 

+44 (0)20 7594 6300y.demiris Website

 
 
//

Location

 

1014Electrical EngineeringSouth Kensington Campus

//

Summary

 

Publications

Citation

BibTex format

@inproceedings{Takács:2007,
author = {Takács, B and Butler, S and Demiris, Y},
pages = {74--81},
publisher = {AAAI},
title = {Multi-agent Behaviour Segmentation via Spectral Clustering},
url = {http://www.aaai.org/Library/Workshops/ws07-09.php},
year = {2007}
}

RIS format (EndNote, RefMan)

TY  - CPAPER
AB - We examine the application of spectral clustering for breaking up the behaviour of a multi-agent system in space and time into smaller, independent elements. We extend the clustering into the temporal domain and propose a novel similarity measure, which is shown to possess desirable temporal properties when clustering multi-agent behaviour. We also propose a technique to add knowledge about events of multi-agent interaction with different importance. We apply spectral clustering with this measure for analysing behaviour in a strategic game.
AU - Takács,B
AU - Butler,S
AU - Demiris,Y
EP - 81
PB - AAAI
PY - 2007///
SP - 74
TI - Multi-agent Behaviour Segmentation via Spectral Clustering
UR - http://www.aaai.org/Library/Workshops/ws07-09.php
UR - http://hdl.handle.net/10044/1/12774
ER -