Uncertainty

1
Uncertainty

• Uncertainty
• Probability
• Syntax
• Semantics
• Inference rules

2
Uncertainty
3
Methods for handling uncertainty
4
Probability
5
Making decisions under uncertainty
6
Axioms of probability
7
Syntax
8
Syntax
9
Syntax
10
Conditional probability
11
Bayes rule
12
Normalization
13
Conditioning
14
Full joint distributions
15
Full joint distribution
16
Inference from joint distributions