Lectures: Artificial Intelligence by Prof. Mirjana Ivanovic

时间:2022-11-01浏览:10设置


Date

Time

L1

R1

Nov.12

15:00-17:30

Introduction to Artificial Intelligence

Problem Solving using

State Space Representations

 

17:30-19:00

Search Algorithms, Search Algorithms Informed/Heuristic Search (cont.)

Local Search and Optimization

Nov.13

15:00-17:30

Constraint Satisfaction

 

 

17:30-19:00

Games

Constraint Satisfaction Problems (CSP) and Games

Nov.16

15:00-17:30

Learning as Search

 

 

17:30-19:00

Formulating Search

Design Project 1

Nov.19

15:00-17:30

Decision Trees, Naïve Bayes

Design Project 1 Presentation and Question-Answer

 

17:30-19:00

Continuous Features

Naïve Bayes and Nearest Neighbor

Nov.20

15:00-17:30

Linear Separators, Neural Nets

Support Vector Machines (SVM)

 

17:30-19:00

Support Vector Machines (SVM), Feature and Model Selection

Problem Set Review

Nov.23

15:00-17:30

Formulating Learning

Introduction to Logic

 

17:30-19:00

Introduction to Logic and Representation, Propositional Logic

Design Project 2 Presentation and Question-Answer

Nov.26

15:00-17:30

Introduction to Natural Language Processing

Logic and Proof

 

17:30-19:00

First Order Logic, First Order Logic (cont.)

Syntax and Semantics

Nov.27

15:00-17:30

Rules, Language, Natural Language processing

Problem Set Review

 

17:30-19:00

Language, Natural Language processing,Conclusion

 

备注L1:Lecture  R1:Revision 腾讯会议:737-6485-5049


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