Introduction to Abductive Inference in AI

Introduction to Abductive Inference in AI

Neuro Symbolic via YouTube Direct link

Probabilistic horn abduction

6 of 8

6 of 8

Probabilistic horn abduction

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Classroom Contents

Introduction to Abductive Inference in AI

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  1. 1 Introduction
  2. 2 Deduction vs. Induction vs. Abduction
  3. 3 Abduction problems, covering, and parsimony
  4. 4 Types of abduction logic-based, set covering, probabilistic, consistency-based
  5. 5 Geospatial abduction
  6. 6 Probabilistic horn abduction
  7. 7 Probabilistic horn abduction for perception in 1993!
  8. 8 Challenges and closing remarks

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