CS
360
-
Fall
2017
-
Ariel
Felner
and
Sven
Koenig
webmaster: Sven Koenig
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Schedule
Schedule
Mon, Aug 21 -- Ariel:
Introduction and Intelligent Agents
[Chapters 1 and 2]
Wed, Aug 23 -- Ariel:
Blind Search
Mon, Aug 28 -- Ariel:
Heuristic Search
Wed, Aug 30 -- Ariel: Search continued
Mon, Sep 04 --
no class
(Labor Day)
Wed, Sep 06 -- Ariel: Search continued
Fri, Sep 08 --
drop date 1
Mon, Sep 11 -- Sven: Review of
Propositional Logic
[Sections 7.1-7.5]
Mon, Sep 11 --
Project 1 out
Wed, Sep 13 -- Sven: Reasoning with Propositional Logic [Sections 7.1-7.5] (same slides as above)
Mon, Sep 18 -- Ariel:
First-Order Logic
[Chapter 8 and Section 9.5] plus
handout
plus
handout
Wed, Sep 20 -- Sven:
Rule-Based Systems
[Sections 9.3-9.4] *
Mon, Sep 25 -- Sven:
Ontologies and Semantic Networks
[Section 12.5.1]
Mon, Sep 25 --
Project 1 due
(by 11:59pm)
Wed, Sep 27 -- Sven:
Decision Tree Learning
[Section 18.3]
Mon, Oct 02 -- Sven:
Perceptron Learning
[Sections 18.7.1-18.7.4] plus
handout
Wed, Oct 04 -- Sven:
Neural Network Learning
[Sections 18.7.1-18.7.4]] plus
handout
*
Fri, Oct 06 --
drop date 2
Mon, Oct 09 --
midterm
in class (in ZHS352 unless announced otherwise)
Wed, Oct 11 -- Sven:
Function Optimization with Local Search
[Sections 4.1-4.2] *
Mon, Oct 16 -- Sven: Review of
Probabilities
[Chapter 13]
Mon, Oct 16 --
Project 2 out
Wed, Oct 18 -- Sven:
Bayesian Networks
[Sections 14.1-14.4]
Mon, Oct 23 -- Sven: Bayesian Networks continued
Wed, Oct 25 -- Sven:
Naive Bayesian Learning
[Sections 13.5.2 and 20.2.2]
Mon, Oct 30 -- Sven:
Planning Agents
and
STRIPS
[Sections 2.4, 3.1-3.2 and 10.1] plus
handout
Mon, Oct 30 --
Project 2 due
(by 11:59pm)
Wed, Nov 01 -- Sven:
Search-Based Planning
[Section 10.2.3]
Mon, Nov 06 -- Sven:
Decision Theory
[Sections 16.1-16.3 and 16.5]
Mon, Nov 06 --
Project 3 out
Wed, Nov 08 -- Sven:
Markov Decision Processes
[Sections 17.1-17.2]
Fri, Nov 10 --
drop date 3
Mon, Nov 13 -- Liron:
Reinforcement Learning
(with Applications to Video Games)
Wed, Nov 15 -- Ariel:
Adversarial Search
[Sections 17.1-17.2]
Mon, Nov 20 -- Ariel: Adversarial Search continued
Mon, Nov 20 --
Project 3 due
(by 11:59pm)
Wed, Nov 22 --
no class
(Thanksgiving)
Mon, Nov 27 -- Ariel: Adversarial Search continued and/or Sven: AI Ethics
Wed, Nov 29 -- Sven:
AI Ethics and Outlook
Wed, Dec 06 --
final
4:30pm-6:30pm for the MW 5:30-7:20 Section (in ZHS352 unless announced otherwise)
Wed, Dec 06 --
final
7:00pm-9:00pm for the MW 7:30-9:20 Section (in ZHS352 unless announced otherwise)
Mon, Dec 11 --
final
2:00pm-4:00pm for the MW 3:30-5:20 Section (in ZHS352 unless announced otherwise)
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