CS 4100/5100: Foundations of Artificial Intelligence

Wednesdays and Fridays 11:45-1:25 (Lecture)


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Schedule
Lecture Notes
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Week's Topics
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Piazza Course Link

Date

Topic

Assigned

Deliverables

Jan 9

Introduction to the Class

Read Chapter 1

Quiz1

Jan 11

Introduction to AI (Ch 1)

Read Chapter 2
Assign0 (individual)

Quiz2: Chapter 1

Jan 16

Agents (Ch 2)

Read Chapter 3

Quiz3: Chapter 2

Jan 18

Search Algorithms (Ch 3)

Read Chapters 4

Quiz4: Chapter 3
Assign0

Jan 23

Search Algorithms (Ch 3 cont'd)

Read Chapter 4

Quiz5: Chapter 3 (part covered in Jan 23)

Jan 25

Search Algorithms (Ch 4)

Read Chapter 5
Assign1:Search (individual)

Quiz6: Chapter 4

Jan 30

Adverserial Search (Ch 5)

Quiz7: Chapter 5

Feb 1

Conclusion of Search and Grand Challenge on Search

Read Chapters 7

Post Solution on Piazza

Feb 6

Propositional Logic (Ch 7)

Read Chapter 8

Quiz8 (Chapter 7)
Assign 1: Search (Individual) due

Feb 8

Problem Solving Session

Assign2: Inference (Individual)
Read Chapter 8

Feb 13

FOL (Ch 8)

Read Chapter 9

Quiz9 (Chapter 8)

Feb 15

Inference (Ch 9)

Read Chapters 10,11

Feb 20

Planning (See Materials)

Feb 22

Planning (See Materials)

Read outside materials

Feb 27

Guest Lecture: Cognitive Architectures (Frank Ritter)

March 1

Guest Lecture: Analytics (Anders Drachen)

Project Pitch

March 6

Spring Break

Assign2 (individual)

March 8

Spring Break

March 13

Class Assignment (Assign 3 on Planning)

Class Assignment (Assign 3 on Planning)

March 15

Project Pitch Presentations

Project Plan
Read Chapter 18

Project Pitch

March 20

Introduction to Machine Learning (Ch 18)

Quiz10: Ch 18

March 22

Work on Projects

Project Plan

March 27

Project Work (Magy is at GDC)

March 29

Project Work (Magy is at GDC)

April 3

Project Critique

 

Iteration 1 (10%)

April 5

Intro to Fuzzy Logic (Outside Materials)

 

Quiz11: outside materials

April 10

Project Critique

Iteration 2 (10%)

April 12

Final Presentations (10%)

 

April 17

Lab to finish preparing the final docs

 

Final Documents (15%)