학술논문

Towards Game-based Metrics for Computational Co-Creativity
Document Type
Conference
Source
2018 IEEE Conference on Computational Intelligence and Games (CIG) Computational Intelligence and Games (CIG), 2018 IEEE Conference on. :1-8 Aug, 2018
Subject
Computing and Processing
Creativity
Predictive models
Games
Extraterrestrial measurements
Current measurement
Learning (artificial intelligence)
artificial intelligence
cooperative systems
games
Language
ISSN
2325-4289
Abstract
We propose the following question: what game-like interactive system would provide a good environment for measuring the impact and success of a co-creative, cooperative agent? Creativity is often formulated in terms of novelty, value, surprise and interestingness. We review how these concepts are measured in current computational intelligence research and provide a mapping from modern electronic and tabletop games to open research problems in mixed-initiative systems and computational co-creativity. We propose application scenarios for future research, and a number of metrics under which the performance of cooperative agents in these environments will be evaluated.