Case-Based Planning: Viewing Planning as a Memory Task
暫譯: 案例基礎規劃:將規劃視為記憶任務

Kristian J. Hammond

  • 出版商: Academic Press
  • 出版日期: 2016-02-16
  • 售價: $2,800
  • 貴賓價: 9.5$2,660
  • 語言: 英文
  • 頁數: 302
  • 裝訂: Paperback
  • ISBN: 0123959586
  • ISBN-13: 9780123959584
  • 海外代購書籍(需單獨結帳)

商品描述

Perspectives in Artificial Intelligence, Volume 1: Case-Based Planning: Viewing Planning as a Memory Task focuses on the processes, methodologies, and techniques employed in viewing planning as a memory task. The publication first elaborates on planning and memory and learning from planning. Discussions focus on learning from cases, learning plans, learning to predict failures, case-based planning, structure of case-based planning, and learning from planning. The text then elaborates on planning from memory and planning Thematic Organization Packets (TOPs) and strategies, including TOPs in understanding and planning, TOPs and strategies, and function of memory. The manuscript takes a look at modifying and repairing plans, case-based planning, and planning and planners. Topics include CHEF as a program, case-based planning as planning and learning, noticing and explaining the failure, storing the plan, different situations for altering plans, and introduction of failure. The publication is a vital reference for researchers interested in viewing planning as a memory task.

商品描述(中文翻譯)

《人工智慧的視角,第1卷:基於案例的規劃:將規劃視為記憶任務》專注於將規劃視為記憶任務所採用的過程、方法論和技術。本書首先詳細闡述了規劃、記憶以及從規劃中學習的概念。討論的重點包括從案例中學習、學習計劃、學習預測失敗、基於案例的規劃、基於案例的規劃結構以及從規劃中學習。接著,文本深入探討了從記憶中進行規劃以及規劃主題組織包(Thematic Organization Packets, TOPs)和策略,包括在理解和規劃中的TOPs、TOPs與策略以及記憶的功能。手稿還探討了修改和修復計劃、基於案例的規劃以及規劃和規劃者。主題包括CHEF作為一個程序、基於案例的規劃作為規劃和學習、注意和解釋失敗、存儲計劃、改變計劃的不同情況以及失敗的引入。本出版物是對於有興趣將規劃視為記憶任務的研究人員的重要參考資料。