Autonomous Computational Game Designers - Transforming Exploration via Deep Learning, Novelty Search and Emotive Modelling

Projektinformationen

AutoGameDesign

ID Finanzhilfevereinbarung: 630665

Abgeschlossenes Projekt

Startdatum 1 März 2014

Enddatum 28 Februar 2018

Finanziert unter

• Specific programme "People" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013)

Gesamtkosten € 100 000,00

EU-Beitrag € 100 000,00

Koordiniert durch

UNIVERSITA TA MALTA
Malta

Ziel

AutoGameDesign aims to answer whether autonomous creative systems are able to generate valuable, novel and surprising outcomes. AutoGameDesign explores how computational creators can be equipped with transformed exploratory creativity for the generation of novel and valuable outputs and how surprise can be modelled computationally, as well as drive the search for and evaluate creativity. Advanced machine learning methods are fused with computational predictors of emotive creativity yielding entirely new ways of searching within the creative search space. The computational creators’ output is evaluated within the domain of game design being among the most content-intensive and multifaceted domains of human creativity and, undoubtedly, the richest form of human-computer interaction. The project is built upon world-class expertise in computational creativity, artificial and computational intelligence, machine learning, affective computing and advanced game technology, ensuring the development of autonomous computational creators that will advance the measurable capability of computers to produce results that are self-assessed, and assessed by humans, as useful, original and surprising.

Wissenschaftliches Gebiet

• natural sciences › computer and information sciences › artificial intelligence › computational creativity
• natural sciences › computer and information sciences › artificial intelligence › machine learning › deep learning
• natural sciences › computer and information sciences › artificial intelligence › computational intelligence

Programm/Programme

• FP7-PEOPLE - Specific programme "People" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013)

Thema/Themen

• FP7-PEOPLE-2013-CIG - Marie-Curie Action: "Career Integration Grants"

Aufforderung zur Vorschlagseinreichung

FP7-PEOPLE-2013-CIG
Andere Projekte für diesen Aufruf anzeigen

Finanzierungsplan

MC-CIG - Support for training and career development of researcher (CIG)

Koordinator

UNIVERSITA TA MALTA

Kontakt Verwaltung

Mark Debono (Mr.)

• EU-Beitrag: € 100 000,00
• Adresse: TAL OROQQ ; 2080 MSIDA ; Malta
• Region: Malta › Malta › Malta
• Aktivitätstyp: Higher or Secondary Education Establishments
• Gesamtkosten: Keine Daten