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Titlebook: Knowledge Engineering Tools and Techniques for AI Planning; Mauro Vallati,Diane Kitchin Book 2020 Springer Nature Switzerland AG 2020 Arti

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发表于 2025-3-21 16:53:23 | 显示全部楼层 |阅读模式
书目名称Knowledge Engineering Tools and Techniques for AI Planning
编辑Mauro Vallati,Diane Kitchin
视频video
概述There is no up-to-date book which covers this topic area, only a few scattered research/conference papers which address this topic.Chapters writen by International leaders from both industry and acade
图书封面Titlebook: Knowledge Engineering Tools and Techniques for AI Planning;  Mauro Vallati,Diane Kitchin Book 2020 Springer Nature Switzerland AG 2020 Arti
描述This book presents a comprehensive review for Knowledge Engineering tools and techniques that can be used in Artificial Intelligence Planning and Scheduling. KE tools can be used to aid in the acquisition of knowledge and in the construction of domain models, which this book will illustrate. .AI planning engines require a domain model which captures knowledge about how a particular domain works - e.g. the objects it contains and the available actions that can be used. However, encoding a planning domain model is not a straightforward task - a domain expert may be needed for their insight into the domain but this information must then be encoded in a suitable representation language. The development of such domain models is both time-consuming and error-prone. Due to these challenges, researchers have developed a number of automated tools and techniques to aid in the capture and representation of knowledge..This booktargets researchers and professionals working in knowledge engineering, artificial intelligence and software engineering. Advanced-level students studying AI will also be interested in this book..
出版日期Book 2020
关键词Artificial Intelligence; AI Planning & Scheduling; Model-Based Reasoning; Knowledge Engineering; Knowled
版次1
doihttps://doi.org/10.1007/978-3-030-38561-3
isbn_softcover978-3-030-38563-7
isbn_ebook978-3-030-38561-3
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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发表于 2025-3-21 20:32:28 | 显示全部楼层
Automated Domain Model Learning Tools for Planning. The taxonomy and order of these methods we followed are based on their standing and frequency of usage in the past research. Our intended contribution in this chapter is to provide a broader perspective on the range of techniques in the domain model learning area which underpin the developmental decisions of the learning tools.
发表于 2025-3-22 02:14:14 | 显示全部楼层
Interactive Visualization in Planning and Schedulingveral tools supporting the planning process have been designed. This chapter focuses on interactive visualization of plans and schedules, that is, on the way how plans and schedules can be presented visually to users, and on tools that can work with these visualizations.
发表于 2025-3-22 07:39:04 | 显示全部楼层
MyPDDL: Tools for Efficiently Creating PDDL Domains and Problemsof syntax highlighting detected 36% more errors than non-users in an erroneous domain file. The average time on task for questions on a PDDL type hierarchy was reduced by 48% when making the type diagram generator available. This implies that myPDDL can support knowledge engineers well in the PDDL design and analysis process.
发表于 2025-3-22 09:06:43 | 显示全部楼层
Web Planner: A Tool to Develop, Visualize, and Test Classical Planning Domainsected without changing context. The visualization tool explores two alternative visualizations aimed at illustrating the operation of the planning process and how the domain dynamics evolve during plan execution.
发表于 2025-3-22 14:27:57 | 显示全部楼层
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发表于 2025-3-22 22:58:49 | 显示全部楼层
Modeling Planning Tasks: Representation Matters a given domain while a planning problem specifies concrete objects, an initial state, and a goal. Planning domain model together with planning problem description forms a planning task. Hence it is typical that one domain model can be used for a class of planning tasks.
发表于 2025-3-23 04:24:30 | 显示全部楼层
Argument-Based Plan Explanationbe identified through dialogue, allowing the system to use such a dialogue to explain a plan. We provide information about our prototype system implementation, discussing its current limitations, and identifying potential avenues for future research.
发表于 2025-3-23 06:16:58 | 显示全部楼层
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