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[Knowledge-based AI] {ud409} Lesson 1: 01 - Intro to Knowledge-Based AI

时间:2019-06-05 11:35:15      阅读:95      评论:0      收藏:0      [点我收藏+]

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Characteristics of AI Problems

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 Characteristics of AI Agents

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 What is Knowledge-Based AI?

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Optional Reading: "What is AI anyway?" - Ashok K. Goel, Jim Davies 

 

 

 

 Foundations: The Four Schools of AI

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Optional reading: Artificial Intelligence: A Modern Approach (Russell & Norvig), Ch. 1 Section 1.

A pdf of the first chapter of the book can be found on the authors‘ homepage, at this link.

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 What are Cognitive Systems?

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Optinal reading: The Cognitive Systems Paradigm (Langley Paradigm)

 

 

 

 

 

Cognitive System Architecture 

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three layers architecture:

 

  • Reaction: not planning, just conditional reaction

 

  • Deliberation: planning

 

  • Metacognition: reasons about internal metal world (including deliberation or reaction).

 

    •  => eg, change the lane to the left, the cars behind honk because I didnt leave enough space for the cars alread on the left lane
    •    => be aware that the lane chaning didnt go smoothly
    •    => think about my actions and deliberation led to the actions
    •    => may decide to change or reconfigure or repair the deliberation that led to the suboptimal plan for chaning the lanes

 

 

 

 Topics in KBAI

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[Knowledge-based AI] {ud409} Lesson 1: 01 - Intro to Knowledge-Based AI

原文:https://www.cnblogs.com/ecoflex/p/10978532.html

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