基于能力和发现协议的 BDI 代理故障恢复机制

3区计算机科学 Q1 Computer Science

Journal of Ambient Intelligence and Humanized Computing Pub Date : 2024-03-15 DOI:10.1007/s12652-024-04754-6

Hichem Baitiche, Mourad Bouzenada, Djamel Eddine Saidouni

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引用次数: 0

摘要

由于环境的动态性和不确定性，环境代理可能无法实现其目标。基于 "能力 "和 "发现协议 "的概念，我们为 "信念-愿望-意图 "代理提出了一种情境感知故障恢复机制。我们的方法使用基于 STRIPS 计划器，通过修复或替换有问题的行动来恢复失败的计划。与现有研究相比，我们的方法是在运行时根据当前上下文动态生成恢复计划。事实上，代理能力是动态生成和维护的。据我们所知，这是首次在故障恢复中使用动态能力集。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Failure recovery mechanism for BDI agents based on abilities and discovery protocols

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Failure recovery mechanism for BDI agents based on abilities and discovery protocols

An ambient agent may fail to achieve its goal due to the dynamism and nondeterminism of the environment. Based on the concepts of Abilities and Discovery Protocols, we present a context aware failure recovery mechanism for Belief-desire-intention agents. Using a based STRIPS Planner, our approach recovers the failed plan by repairing or replacing faulty actions. Compared to existing works generates the recovery plans dynamically at runtime according to the current context. Indeed, agent abilities are generated and maintained dynamically. To our acknowledge, this is the first time that a dynamic set of abilities has been used in failure recovery.

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来源期刊

Journal of Ambient Intelligence and Humanized Computing COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCEC-COMPUTER SCIENCE, INFORMATION SYSTEMS

CiteScore

9.60

自引率

0.00%

发文量

854

期刊介绍： The purpose of JAIHC is to provide a high profile, leading edge forum for academics, industrial professionals, educators and policy makers involved in the field to contribute, to disseminate the most innovative researches and developments of all aspects of ambient intelligence and humanized computing, such as intelligent/smart objects, environments/spaces, and systems. The journal discusses various technical, safety, personal, social, physical, political, artistic and economic issues. The research topics covered by the journal are (but not limited to): Pervasive/Ubiquitous Computing and Applications Cognitive wireless sensor network Embedded Systems and Software Mobile Computing and Wireless Communications Next Generation Multimedia Systems Security, Privacy and Trust Service and Semantic Computing Advanced Networking Architectures Dependable, Reliable and Autonomic Computing Embedded Smart Agents Context awareness, social sensing and inference Multi modal interaction design Ergonomics and product prototyping Intelligent and self-organizing transportation networks & services Healthcare Systems Virtual Humans & Virtual Worlds Wearables sensors and actuators