The primary objective of a diverse planning approach is to generate a set of plans that are distinct from one another. Such an approach is applied in a variety of real-world domains, including risk management, automated stream data analysis, and malware detection. More recently, a novel diverse planning paradigm, referred to as behaviour planning, has been proposed. This approach extends earlier methods by explicitly incorporating a diversity model into the planning process and supporting multiple planning categories. In this paper, we demonstrate the usefulness of behaviour planning in real-world settings by presenting three case studies. The first case study focuses on storytelling, the second addresses urban planning, and the third examines game evaluation.
翻译:多样化规划方法的主要目标是生成一组彼此不同的规划方案。此类方法已应用于多种现实领域,包括风险管理、自动化流数据分析和恶意软件检测。最近,一种被称为行为规划的新型多样化规划范式被提出。该方法通过将多样性模型显式纳入规划过程并支持多类别规划,扩展了早期技术。本文通过三个案例研究,论证了行为规划在现实场景中的实用性:第一个案例研究聚焦于故事生成,第二个案例关注城市规划,第三个案例探讨游戏评估。