Designer modeling for Sentient Sketchbook

Antonios Liapis; Georgios N. Yannakakis; Julian Togelius

doi:10.1109/CIG.2014.6932873

Designer modeling for Sentient Sketchbook

Antonios Liapis, Georgios N. Yannakakis, Julian Togelius

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper documents the challenges in creating a computer-aided level design tool which incorporates computergenerated suggestions which appeal to the human user. Several steps are suggested in order to make the suggestions more appropriate to a specific user's overall style, current focus, and end-goals. Designer style is modeled via choice-based interactive evolution which adapts the impact of different dimensions of quality based on the designer's choice of certain suggestions over others. Modeling process is carried out similarly to style, but adapting to the current focus of the designer's actions. Goals are modeled by estimating the visual patterns of the designer's final artifact and changing the parameters of the algorithm to enforce such patterns on generated suggestions.

Original language	English (US)
Title of host publication	IEEE Conference on Computatonal Intelligence and Games, CIG
Publisher	IEEE Computer Society
ISBN (Electronic)	9781479935468
DOIs	https://doi.org/10.1109/CIG.2014.6932873
State	Published - Oct 21 2014
Event	2014 IEEE Conference on Computational Intelligence and Games, CIG 2014 - Dortmund, Germany Duration: Aug 26 2014 → Aug 29 2014

Publication series

Name	IEEE Conference on Computatonal Intelligence and Games, CIG
ISSN (Print)	2325-4270
ISSN (Electronic)	2325-4289

Other

Other	2014 IEEE Conference on Computational Intelligence and Games, CIG 2014
Country/Territory	Germany
City	Dortmund
Period	8/26/14 → 8/29/14

ASJC Scopus subject areas

Artificial Intelligence
Computer Graphics and Computer-Aided Design
Computer Vision and Pattern Recognition
Human-Computer Interaction
Software

Access to Document

10.1109/CIG.2014.6932873

Cite this

Liapis, A, Yannakakis, GN & Togelius, J 2014, Designer modeling for Sentient Sketchbook. in IEEE Conference on Computatonal Intelligence and Games, CIG., 6932873, IEEE Conference on Computatonal Intelligence and Games, CIG, IEEE Computer Society, 2014 IEEE Conference on Computational Intelligence and Games, CIG 2014, Dortmund, Germany, 8/26/14. https://doi.org/10.1109/CIG.2014.6932873

@inproceedings{eeefebee157b48feaefad4eacf8790be,

title = "Designer modeling for Sentient Sketchbook",

abstract = "This paper documents the challenges in creating a computer-aided level design tool which incorporates computergenerated suggestions which appeal to the human user. Several steps are suggested in order to make the suggestions more appropriate to a specific user's overall style, current focus, and end-goals. Designer style is modeled via choice-based interactive evolution which adapts the impact of different dimensions of quality based on the designer's choice of certain suggestions over others. Modeling process is carried out similarly to style, but adapting to the current focus of the designer's actions. Goals are modeled by estimating the visual patterns of the designer's final artifact and changing the parameters of the algorithm to enforce such patterns on generated suggestions.",

author = "Antonios Liapis and Yannakakis, {Georgios N.} and Julian Togelius",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE Conference on Computational Intelligence and Games, CIG 2014 ; Conference date: 26-08-2014 Through 29-08-2014",

year = "2014",

month = oct,

day = "21",

doi = "10.1109/CIG.2014.6932873",

language = "English (US)",

series = "IEEE Conference on Computatonal Intelligence and Games, CIG",

publisher = "IEEE Computer Society",

booktitle = "IEEE Conference on Computatonal Intelligence and Games, CIG",

}

TY - GEN

T1 - Designer modeling for Sentient Sketchbook

AU - Liapis, Antonios

AU - Yannakakis, Georgios N.

AU - Togelius, Julian

PY - 2014/10/21

Y1 - 2014/10/21

N2 - This paper documents the challenges in creating a computer-aided level design tool which incorporates computergenerated suggestions which appeal to the human user. Several steps are suggested in order to make the suggestions more appropriate to a specific user's overall style, current focus, and end-goals. Designer style is modeled via choice-based interactive evolution which adapts the impact of different dimensions of quality based on the designer's choice of certain suggestions over others. Modeling process is carried out similarly to style, but adapting to the current focus of the designer's actions. Goals are modeled by estimating the visual patterns of the designer's final artifact and changing the parameters of the algorithm to enforce such patterns on generated suggestions.

AB - This paper documents the challenges in creating a computer-aided level design tool which incorporates computergenerated suggestions which appeal to the human user. Several steps are suggested in order to make the suggestions more appropriate to a specific user's overall style, current focus, and end-goals. Designer style is modeled via choice-based interactive evolution which adapts the impact of different dimensions of quality based on the designer's choice of certain suggestions over others. Modeling process is carried out similarly to style, but adapting to the current focus of the designer's actions. Goals are modeled by estimating the visual patterns of the designer's final artifact and changing the parameters of the algorithm to enforce such patterns on generated suggestions.

UR - http://www.scopus.com/inward/record.url?scp=84910045726&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84910045726&partnerID=8YFLogxK

U2 - 10.1109/CIG.2014.6932873

DO - 10.1109/CIG.2014.6932873

M3 - Conference contribution

AN - SCOPUS:84910045726

T3 - IEEE Conference on Computatonal Intelligence and Games, CIG

BT - IEEE Conference on Computatonal Intelligence and Games, CIG

PB - IEEE Computer Society

T2 - 2014 IEEE Conference on Computational Intelligence and Games, CIG 2014

Y2 - 26 August 2014 through 29 August 2014

ER -

Designer modeling for Sentient Sketchbook

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this