日期

教学安排

L1

R1

11月12日

15:00-17:30

Introduction   to Artificial Intelligence

Problem   Solving using

State   Space Representations

17:30-19:00

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

Local Search and Optimization

11月13日

15:00-17:30

Constraint   Satisfaction

17:30-19:00

Games

Constraint   Satisfaction Problems (CSP) and Games

11月16日

15:00-17:30

Learning   as Search

17:30-19:00

Formulating   Search

Design   Project 1

11月19日

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

11月20日

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

11月23日

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

11月26日

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

11月27日

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