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  • [Knowledge-based AI] {ud409} Lesson 9: 09

     

    how to use memory and reason

     

     Assumptions of Case-Based Reasoning

     

     Case Adaptation

     

     (1) Model of the World

     

     (2) Recursive reasoning

     

    Further reading:

    Vattam, S. S., Helms, M. E., & Goel, A. K. (2008). Compound analogical design: interaction between problem decomposition and analogical transfer in biologically inspired design. In Design Computing and Cognition'08 (pp. 377-396). Springer Netherlands.

     Case Adaptation by Rules

     

    Case Evaluation

     

    T-Square Resources (case_based_reasoning_an_overview _1_.pdf)

     Case Storage

     

     Case Storage by Index 

    Case Storage by Discrimination Tree 

     

     

    ↓update

     

    Topic described further in Winston page 403

     

     Case Retrieval Revisited

     Advanced Case-Based Reasoning

     

     but the storage can be very large soon => utility problem (comment: curse of dimensionality???)

     only store interesting enough information

     

     

    1 problem: should we forget things?

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  • 原文地址:https://www.cnblogs.com/ecoflex/p/10982912.html
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