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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8

Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions

February 1, 2023

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Abstract:

Autonomous aesthetic evaluation is the Holy Grail of generative music, and one of the great challenges of computational creativity. Unlike most other computational activities, there is no notion of optimality in evaluating creative output: there are subjective impressions involved, and framing obviously plays a big role. When developing metacreative systems, a purely objective fitness function is not available: the designer is thus faced with how much of their own aesthetic to include. Can a generative system be free of the designer’s bias? This paper presents a system that incorporates an aesthetic selection process that allows for both human-designed and non-human fitness functions.

Authors

Arne Eigenfeldt

Simon Fraser University


DOI:

10.1609/aiide.v8i4.12561


Topics: AIIDE

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HOW TO CITE:

Arne Eigenfeldt Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8 (2012) 80-82.

Arne Eigenfeldt Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions AIIDE 2012, 80-82.

Arne Eigenfeldt (2012). Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8, 80-82.

Arne Eigenfeldt. Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8 2012 p.80-82.

Arne Eigenfeldt. 2012. Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions. "Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8". 80-82.

Arne Eigenfeldt. (2012) "Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions", Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8, p.80-82

Arne Eigenfeldt, "Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions", AIIDE, p.80-82, 2012.

Arne Eigenfeldt. "Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8, 2012, p.80-82.

Arne Eigenfeldt. "Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 8, (2012): 80-82.

Arne Eigenfeldt. Embracing the Bias of the Machine: Exploring Non-Human Fitness Functions. AIIDE[Internet]. 2012[cited 2023]; 80-82.


ISSN: 2334-0924


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