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You can watch recordings of the live lectures, or you can watch pre-recorded lectures for each module.

The schedule below shows the schedule section 401, which meets on Tuesday/Thursday. Click here for the 402 Monday/Wednesday section.

Date Topic
Tue, Aug 31, 2021

First day of classes

Tue, Aug 31, 2021Start of Module 1 - Course Introduction & Rational Agents
Tue, Aug 31, 2021Introduction / AI in Science Fiction and Philosophy [recording] [slides]
Thu, Sep 2, 2021

Class canceled because of flooding. Please watch these lecture recordings on your own - Intelligent Agents and Task Environments

(No lecture)
Fri, Sep 3, 2021CCB’s Office Hours [recording]
Mon, Sep 6, 2021

Labor Day

(No lecture)
Mon, Sep 6, 2021Start of Module 2 - Intro to Python
Tue, Sep 7, 2021Intro to Python part 1 [recording] [slides]
Wed, Sep 8, 2021 Quiz 1 "Course Policies and Turing Test" is due. The quiz covers:
  • AIMA 4th Edition, Chapter 1 "Introduction", Section 1.1 "What is AI"
  • AIMA 4th Edition, Chapter 27 "Philosophical Foundations", Sections 27.1 "The Limits of AI" and 27.2 "Can Machines Really Think?"
  • AIMA 4th Edition, Chapter 2 "Intelligent Agents" (whole chapter)
Thu, Sep 9, 2021Intro to Python part 2 [recording] [slides]
Fri, Sep 10, 2021CCB’s Office Hours [recording]
Fri, Sep 10, 2021Recitation on Python [recording]
Sat, Sep 11, 2021 Quiz 2 "Python" is due.
Mon, Sep 13, 2021Start of Module 3 - Search Problems
Tue, Sep 14, 2021CIS 521 Homework 1 “Python Skills” is due
Tue, Sep 14, 2021Search Problems [recording] [slides]
Tue, Sep 14, 2021Search Problems - part 2 [recording] [slides]
Thu, Sep 16, 2021 Lecture [slides]
Thu, Sep 16, 2021Recitation on HW2 - Uninformed Search [recording]
Fri, Sep 17, 2021CCB’s Office Hours [recording]
Sat, Sep 18, 2021 Flashcards for Search Problems is due. The quiz covers:
  • AIMA 4th Edition, AIMA Chapter 3 "Problem Solving by Search" (3.1-3.4)
Mon, Sep 20, 2021Start of Module 4 - Informed Search
Tue, Sep 21, 2021CIS 521 Homework 2 “Uninformed Search” is due
Tue, Sep 21, 2021 Lecture [slides]
Thu, Sep 23, 2021 Lecture [slides]
Thu, Sep 23, 2021Recitation on HW3 - Informed Search [recording]
Fri, Sep 24, 2021CCB’s Office Hours - Town Hall [recording]
Sat, Sep 25, 2021 Flashcards for Informed Search Problems is due. The quiz covers:
  • AIMA Chapter 3 "Problem Solving by Search" (3.5-3.6)
Mon, Sep 27, 2021Start of Module 5 - Games and Adversarial Search
Mon, Sep 27, 2021Start of Module 6 - Constraint Satisfaction Problems
Mon, Sep 27, 2021Recitation on Debugging and Profiling Python [recording]
Tue, Sep 28, 2021CIS 521 Homework 3 “Informed Search” is due
Tue, Sep 28, 2021 Lecture [slides]
Thu, Sep 30, 2021CIS 521 Robot Excercise 0 “Using Python to Control R2D2” (Extra Credit) is due
Thu, Sep 30, 2021CIS 521 Robot Excercise 0 - part 2 “Setting Up Your Sensor Pack” (Extra Credit) is due
Thu, Sep 30, 2021 Lecture [slides]
Thu, Sep 30, 2021Recitation on HW4 - Adversarial Search [recording] [slides]
Sat, Oct 2, 2021 Flashcards for Games and Adversarial Search is due. The quiz covers:
  • AIMA chapter 5 "Adversairal Search" (5.2-5.5).
  • AIMA Chapter 16 "Making Simple Decisions" (16.1-16.3)
Mon, Oct 4, 2021Start of Module 7 - Logical Agents
Tue, Oct 5, 2021CIS 521 Homework 4 “Games and Adversarial Search” is due
Tue, Oct 5, 2021 Lecture [slides]
Thu, Oct 7, 2021 Lecture [slides]
Sat, Oct 9, 2021 Flashcards for CSPs is due. The quiz covers:
  • AIMA, Chapter 6 "Constraint Satisfaction Problems" (6.1-6.5)
Mon, Oct 11, 2021

Drop Period Ends

Mon, Oct 11, 2021Start of Module 8 - Markov Decision Process
Tue, Oct 12, 2021CIS 521 Homework 5 “Sudoku Solver” is due
Tue, Oct 12, 2021 Lecture [slides]
Thu, Oct 14, 2021

Fall Term Break

(No lecture)
Thu, Oct 14, 2021CIS 521 Robot Excercise 1 “R2-D2 as an Intelligent Agent” (Extra Credit) is due
Fri, Oct 15, 2021

Fall Term Break

(No lecture)
Mon, Oct 18, 2021 Flashcards for Logical Agents is due. The quiz covers:
  • AIMA Chapter 7 "Logical Agents", Sections 7.1-7.5
Mon, Oct 18, 2021Start of Module 9 - Reinforcement Learning
Tue, Oct 19, 2021 Lecture [slides]
Thu, Oct 21, 2021 Lecture [slides]
Sat, Oct 23, 2021 Flashcards for MDPs is due. The quiz covers:
  • AIMA Chapter 16 "Making Simple Decisions" (16.1-16.3)
  • AIMA Chapter 17 "Making Complex Decision" (17.1-17.2)
Mon, Oct 25, 2021 Midterm 1 (Mon/Wed section) - Meyerson B1 - in person at 08:30AM
Tue, Oct 26, 2021 Midterm 1 (Tues/Thurs section) - Meyerson B1 - in person at 12:00PM
Tue, Oct 26, 2021 Lecture [slides]
Thu, Oct 28, 2021 Lecture [slides]
Fri, Oct 29, 2021

Grade Type Change Deadline

Sat, Oct 30, 2021 Flashcards for Reinforcement Learning is due. The quiz covers:
  • AIMA Section 17.3 "Bandit Problems"
  • AIMA Chapter 22 "Reinforcement Learning" (Sections 22.1-22.5)
Mon, Nov 1, 2021Start of Module 10 - Probabilities and Language Models
Tue, Nov 2, 2021CIS 521 Homework 6 “Markov Decision Processes” is due
Tue, Nov 2, 2021 Lecture [slides]
Thu, Nov 4, 2021CIS 521 Robot Excercise 2 “Robot Navigation” (Extra Credit) is due
Thu, Nov 4, 2021 Lecture [slides]
Sat, Nov 6, 2021 Flashcards for Probabilities and Language Models is due. The quiz covers:
  • AIMA Chapter 12 "Quantifying Uncertainty" (Sections 12.1-12.7)
  • Speech and Language Processing Chapter 3 "N-Gram Language Models"
Mon, Nov 8, 2021

Last day to withdraw from a course

Mon, Nov 8, 2021Start of Module 11 - Probabilistic Reasoning and Bayes' Nets
Tue, Nov 9, 2021CIS 521 Homework 7 “Reinforcement Learning” is due
Tue, Nov 9, 2021 Lecture [slides]
Thu, Nov 11, 2021 Lecture [slides]
Sat, Nov 13, 2021 Flashcards for Bayes Nets is due. The quiz covers:
  • Russell and Norvig, AIMA Chapter 13 "Probabilistic Reasoning" (13.1, 13.2, 13.3)
Mon, Nov 15, 2021Start of Module 12 - Naive Bayes and Perceptrons
Tue, Nov 16, 2021CIS 521 Homework 8 “Language Models” is due
Tue, Nov 16, 2021 Lecture [slides]
Thu, Nov 18, 2021CIS 521 Robot Exercise 3 “R2-D2 Battle” (Extra Credit) is due
Thu, Nov 18, 2021 Lecture [slides]
Sat, Nov 20, 2021 Flashcards for Naive Bayes and Perceptrons is due. The quiz covers:
  • AIMA Chapter 19 "Learning from Examples" (Sections 19.1-19.6)
  • Speech and Language Processing Chapter 4 "Naive Bayes and Sentiment Classification"
Mon, Nov 22, 2021Start of Module 13 - Neural Networks
Tue, Nov 23, 2021CIS 521 Homework 9 “Perceptrons” is due
Tue, Nov 23, 2021 Lecture [slides]
Thu, Nov 25, 2021

Thanksgiving Break

(No lecture)
Fri, Nov 26, 2021

Thanksgiving Break

(No lecture)
Tue, Nov 30, 2021 Lecture [slides]
Thu, Dec 2, 2021 Lecture [slides]
Sat, Dec 4, 2021 Flashcards for Neural Nets is due. The quiz covers:
  • Speech and Language Processing Chapter 5 "Logistic Regression" (Sections 5.1-5.6)
  • Chapter 7 "Neural Networks and Neural Language Models"
Mon, Dec 6, 2021Start of Module 14 - Natural Language Processing
Tue, Dec 7, 2021CIS 521 Robot Exercise 4 “R2-D2 Face & Mask Detection” (Extra Credit) is due
Tue, Dec 7, 2021CIS 521 Homework 10 “Neural Networks” is due
Tue, Dec 7, 2021 Lecture [slides]
Wed, Dec 8, 2021 Midterm 2 (Mon/Wed section) - Meyerson B1 (Date has been finalized) - in person at 08:30AM
Thu, Dec 9, 2021 Midterm 2 (Tues/Thurs section) - Meyerson B1 (Date has been finalized) - in person at 12:00PM
Thu, Dec 9, 2021 Lecture [slides]
Fri, Dec 10, 2021

Last day of classes

Fri, Dec 10, 2021 Flashcards for NLP is due. The quiz covers:
  • Chapter 9 "Sequence Processing with Recurrent Networks" (Sections 9.1-9.3)
  • Chapter 6 "Vector Semantics and Embeddings" (Sections 6.1-6.4, 6.8, 6.10-6.12)