论文标题
可解释计划的论点计划
Argument Schemes for Explainable Planning
论文作者
论文摘要
人工智能（AI）越来越多地用于开发产生智能解决方案的系统。但是，主要担心的是，建造的系统是否会被人类信任。为了建立对AI系统的信任，用户需要了解其解决方案背后的推理，因此，该系统应该能够解释和证明其输出合理。在本文中，我们使用论点在AI计划的领域中提供解释。我们提出了论证计划来创建解释计划及其组成部分的论点；以及一组关键问题，允许参数之间的互动并使用户能够获得有关计划的关键要素的更多信息。最后，我们介绍了计划参数的一些属性。
Artificial Intelligence (AI) is being increasingly used to develop systems that produce intelligent solutions. However, there is a major concern that whether the systems built will be trusted by humans. In order to establish trust in AI systems, there is a need for the user to understand the reasoning behind their solutions and therefore, the system should be able to explain and justify its output. In this paper, we use argumentation to provide explanations in the domain of AI planning. We present argument schemes to create arguments that explain a plan and its components; and a set of critical questions that allow interaction between the arguments and enable the user to obtain further information regarding the key elements of the plan. Finally, we present some properties of the plan arguments.
