Towards autonomous creative systems: A computational approach

R Saunders - Cognitive Computation, 2012 - Springer
This paper reviews the long-standing debate surrounding the nature of machine
intelligence, autonomy and creativity and argues for an approach to developing autonomous …

Computational social creativity

R Saunders, O Bown - Artificial life, 2015 - ieeexplore.ieee.org
This article reviews the development of computational models of creativity where social
interactions are central. We refer to this area as computational social creativity. Its context is …

Evaluating creativity in computational co-creative systems

P Karimi, K Grace, ML Maher, N Davis - arXiv preprint arXiv:1807.09886, 2018 - arxiv.org
This paper provides a framework for evaluating creativity in co-creative systems: those that
involve computer programs collaborating with human users on creative tasks. We situate co …

Evaluation of musical creativity and musical metacreation systems

K Agres, J Forth, GA Wiggins - Computers in Entertainment (CIE), 2016 - dl.acm.org
The field of computational creativity, including musical metacreation, strives to develop
artificial systems that are capable of demonstrating creative behavior or producing creative …

Open problems in evolutionary music and art

J McCormack - Workshops on applications of evolutionary computation, 2005 - Springer
Applying evolutionary methods to the generation of music and art is a relatively new field of
enquiry. While there have been some important developments, it might be argued that to …

An evolutionary approach for 3D architectural space layout design exploration

IG Dino - Automation in construction, 2016 - Elsevier
Abstract This work introduces Evolutionary Architectural Space layout Explorer (EASE), a
design tool that facilitates the optimization of 3D space layouts. EASE addresses …

Data-intensive evaluation of design creativity using novelty, value, and surprise

K Grace, ML Maher, D Fisher… - International Journal of …, 2015 - Taylor & Francis
The increasing availability of large quantities of product-related data provides an opportunity
to augment human designers with analytical models for evaluating the creativity of a new …

Curious agents and situated design evaluations

R Saunders, JS Gero - AI EDAM, 2004 - cambridge.org
This paper presents a possible future direction for agent-based simulation using complex
agents that can learn from experience and report their individual evaluations. Adding …

Computational models of creative designing based on situated cognition

JS Gero - Proceedings of the 4th conference on Creativity & …, 2002 - dl.acm.org
This paper presents computational models of creative designing. It commences with
describing notions of creative designing within individuals, groups and then societies. In …

[PDF][PDF] Specific curiosity as a cause and consequence of transformational creativity.

K Grace, ML Maher - ICCC, 2015 - computationalcreativity.net
This paper describes a framework by which creative systems can intentionally exhibit
transformational creativity. Intentions are derived from surprising events in a process based …