RADAR-X：一个交互式混合主动计划接口，用于配对对比说明和修改计划建议
RADAR-X: An Interactive Mixed Initiative Planning Interface Pairing Contrastive Explanations and Revised Plan Suggestions
摘要：
决策支持系统力求促成知情决策。近年来，自动化规划技术已被用于使此类系统能够更好地帮助人在回路中。这种决策支持系统的中心思想是用自动规划技术增强人在回路中的能力，并提高决策的质量。除了提供规划支持外，有效的决策支持系统必须能够根据特定的用户查询为其最终用户提供直观的解释。以此为动机，我们提出了我们的决策支持系统雷达-X展示的能力，让用户在一个互动的解释性对话，首先使他们能够指定一个替代建议的决定（我们称之为箔），然后提供对比解释这些用户指定的箔，帮助用户理解为什么选择了一个特定的计划替代（或箔）。此外，该系统使用此对话，以引起用户的潜在偏好，并通过三种不同的交互策略提供修改后的计划建议。
英文摘要：
Decision support systems seek to enable informed decision-making. In the recent years, automated planning techniques have been leveraged to empower such systems to better aid the human-in-the-loop. The central idea for such decision support systems is to augment the capabilities of the human-in-the-loop with automated planning techniques and enhance the quality of decision-making. In addition to providing planning support, effective decision support systems must be able to provide intuitive explanations based on specific user queries for proposed decisions to its end users. Using this as motivation, we present our decision support system RADAR-X that showcases the ability to engage the user in an interactive explanatory dialogue by first enabling them to specify an alternative to a proposed decision (which we refer to as foils), and then providing contrastive explanations to these user-specified foils which helps the user understand why a specific plan was chosen over the alternative (or foil). Furthermore, the system uses this dialogue to elicit the user's latent preferences and provides revised plan suggestions through three different interaction strategies.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
