| 书目名称 | Multi-Hierarchical Representation of Large-Scale Space | | 副标题 | Applications to Mobi | | 编辑 | Juan A. Fernández,Javier González | | 视频video | | | 丛书名称 | Intelligent Systems, Control and Automation: Science and Engineering | | 图书封面 |  | | 描述 | It has been stated in psychology that human brain arranges information in a way that improves efficiency in performing common tasks, for example, information about our spatial environment is conveniently structured for efficient route finding. On the other hand, in computational sciences, the use of hierarchical information is well known for reducing the complexity of solving problems. This book studies hierarchical representations of large-scale space and presents a new model, called Multi-AH-graph, that uses multiple hierarchies of abstraction. It allows an agent to represent structural information acquired from the environment (elements such as objects, free space, etc., relations existing between them, such as proximity, similarity, etc. and other types of information, such as colors, shapes, etc). The Multi-AH-graph model extends a single hierarchy representation to a mUltiple hierarchy arrangement, which adapts better to a wider range of tasks, agents, and environments. We also present a system called CLAUDIA, which is an implementation of the task-driven paradigm for automatic construction of multiple abstractions: a set of hierarchies of abstraction will be "good" for an ag | | 出版日期 | Book 2001 | | 关键词 | artificial intelligence; computer; computer science; graphs; intelligence; knowledge; mobile robot; robot; r | | 版次 | 1 | | doi | https://doi.org/10.1007/978-94-015-9666-4 | | isbn_softcover | 978-90-481-5861-4 | | isbn_ebook | 978-94-015-9666-4Series ISSN 2213-8986 Series E-ISSN 2213-8994 | | issn_series | 2213-8986 | | copyright | Springer Science+Business Media Dordrecht 2001 |
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发表于 2025-3-21 16:31:54
