PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games

arXiv:2404.19721v1 Announce Type: cross
Abstract: This research introduces Procedural Artificial Narrative using Generative AI (PANGeA), a structured approach for leveraging large language models (LLMs), guided by a game designer's high-level criteria, to generate narrative content for turn-based role-playing video games (RPGs). Distinct from prior applications of LLMs used for video game design, PANGeA innovates by not only generating game level data (which includes, but is not limited to, setting, key items, and non-playable characters (NPCs)), but by also fostering dynamic, …

abstract applications artificial arxiv cs.ai cs.cl designer game games generate generative language language models large language large language models llms narrative playing prior research role type video video games