Artificial Intelligence and Video Game Creation: A Framework for the New Logic of Autonomous Design

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{Seidel:2020:JDSR,

• author = "Stefan Seidel and Nicholas Berente and Aron Lindberg and Kalle Lyytinen and Benoit Martinez and Jeffrey V Nickerson",
• title = "Artificial Intelligence and Video Game Creation: A Framework for the New Logic of Autonomous Design",
• journal = "Journal of Digital Social Research",
• year = "2020",
• volume = "2",
• number = "3",
• pages = "126--157",
• month = nov,
• keywords = "genetic algorithms, genetic programming, Artificial Intelligence, Autonomous Design Tools, Control Theory, organizing, design, innovation, digital innovation, control, work",
• URL = "https://jdsr.se/ojs/index.php/jdsr/article/view/46",
• DOI = "doi:10.33621/jdsr.v2i3.46",
• abstract = "Autonomous, intelligent tools are reshaping all sorts of work practices, including innovative design work. These tools generate outcomes with little or no user intervention and produce designs of unprecedented complexity and originality, ushering profound changes to how organizations will design and innovate in future. we formulate conceptual foundations to analyze the impact of autonomous design tools on design work. We proceed in two steps. First, we conceptualize autonomous design tools as rational agents which will participate in the design process. We show that such agency can be realized through two separate approaches of information processing: symbolic and connectionist. Second, we adopt control theory to unpack the relationships between the autonomous design tools, human actors involved in the design, and the environment in which the tools operate. The proposed conceptual framework lays a foundation for studying the new kind of material agency of autonomous design tools in organizational contexts. We illustrate the analytical value of the proposed framework by drawing on two examples from the development of Ubisofts Ghost Recon Wildlands video game, which relied on such tools. We conclude by constructing a tentative research agenda for the research into autonomous design tools and design work.",

}

Genetic Programming entries for Stefan Seidel Nicholas Berente Aron Lindberg Kalle Lyytinen Benoit Martinez Jeffrey V Nickerson

Citations