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Matthew Guzdial

2 accepted papers

2024

Human-AI Interaction Generation: A Connective Lens for Generative AI and Procedural Content Generation

IJCAI 2024poster

Generative AI has recently gained popularity as a paradigm for content generation. In this paper, we link this paradigm to an older one: Procedural Content Generation (PCG). We propose a lens to identify the commonalities between both paradigms that we call human-AI interactive generation. Using thi…

Cited by 1SourcePDFScholar
2022

Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems

IJCAI 2022poster

To best assist human designers with different styles, Machine Learning (ML) systems need to be able to adapt to them. However, there has been relatively little prior work on how and when to best adapt an ML system to a co-designer. In this paper we present threshold designer adaptation: a novel meth…

Cited by 7SourcePDFScholar