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DreamCraft: Text-Guided Generation of Functional 3D Environments in Minecraft
April 25, 2024, 5:44 p.m. | Sam Earle, Filippos Kokkinos, Yuhe Nie, Julian Togelius, Roberta Raileanu
cs.CL updates on arXiv.org arxiv.org
Abstract: Procedural Content Generation (PCG) algorithms enable the automatic generation of complex and diverse artifacts. However, they don't provide high-level control over the generated content and typically require domain expertise. In contrast, text-to-3D methods allow users to specify desired characteristics in natural language, offering a high amount of flexibility and expressivity. But unlike PCG, such approaches cannot guarantee functionality, which is crucial for certain applications like game design. In this paper, we present a method for …
abstract algorithms arxiv content generation contrast control cs.ai cs.cl cs.gr cs.lg diverse domain environments expertise functional generated however language minecraft natural natural language text type
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