Schedule

• Mon, Aug 20 -- Intelligent Agents [Chapters 1 and 2] (updated Aug 17)
• Tue, Aug 21 -- No Exercise Session
• Wed, Aug 22 -- Review: Propositional Logic [Sections 7.1-7.5]
• Mon, Aug 27 -- Reasoning with Propositional Logic [Sections 7.1-7.5] (same slides as above)
• Tue, Aug 28 -- Exercise Session
• Wed, Aug 29 -- First-Order Logic [Chapter 8 and Section 9.5] plus handout
• Mon, Sep 03 -- No Class (Labor Day)
• Tue, Sep 04 -- Exercise Session
• Wed, Sep 05 -- Rule-Based Systems [Sections 9.3-9.4]
• Fri, Sep 07 -- Add/Drop Deadline 1
• Mon, Sep 10 -- Ontologies and Semantic Networks [Section 12.5.1]
• Tue, Sep 11 -- Exercise Session
• Wed, Sep 12 -- Decision Tree Learning [Section 18.3]
• Thu, Sep 13 -- Project 1 Out (see "Projects" on the left)
• Mon, Sep 17 -- Perceptron Learning [Sections 18.7.1-18.7.4] plus handout and C code, also check out Experimental Introduction to ML (starts tomorrow)
• Tue, Sep 18 -- Exercise Session
• Wed, Sep 19 -- Neural Network Learning [Sections 18.7.1-18.7.4]] plus handout
• Mon, Sep 24 -- Function Optimization with Local Search [Sections 4.1-4.2]
• Tue, Sep 25 -- Exercise Session
• Wed, Sep 26 -- Review: Probabilities [Chapter 13]
• Thu, Sep 27 -- Project 1 Due (anytime, up to 11:59pm)
• Mon, Oct 01 -- Bayesian Networks [Sections 14.1-14.4]
• Tue, Oct 02 -- Exercise Session
• Wed, Oct 03 -- Bayesian Networks continued
• Fri, Oct 05 -- Drop Deadline 2
• Mon, Oct 08 -- Midterm Review
• Tue, Oct 09 -- Midterm
• Wed, Oct 10 -- Naive Bayesian Learning [Sections 13.5.2 and 20.2.2]
• Thu, Oct 11 -- Project 2 Out (see "Projects" on the left)
• Mon, Oct 15 -- Planning Agents [Sections 2.4 and 3.1-3.2] and STRIPS [Section 10.1] plus handout
• Tue, Oct 16 -- Exercise Session
• Wed, Oct 17 -- The Growing Role for Artificial Intelligence in Space Exploration (Steve Chien, JPL); Unusual Time and Place: 5:00-6:30pm in THH101
• Mon, Oct 22 -- SAT-Based Planning [Section 10.4.1]
• Tue, Oct 23 -- Exercise Session
• Wed, Oct 24 -- Uninformed Search [Sections 10.2.1 and 3.3-3.4]
• Thu, Oct 25 -- Project 2 Due (anytime, up to 11:59pm)
• Mon, Oct 29 -- Constraint Satisfaction [Chapter 6]
• Tue, Oct 30 -- Exercise Session
• Wed, Oct 31 -- Heuristic Search [Sections 3.5-3.6]
• Thu, Nov 01 -- Project 3 Out (see "Projects" on the left)
• Mon, Nov 05 -- Heuristic Search continued
• Tue, Nov 06 -- Exercise Session
• Wed, Nov 07 -- Search-Based Planning [Section 10.2.3]
• Fri, Nov 09 -- Drop Deadline 3
• Mon, Nov 12 -- Decision Theory [Sections 16.1-16.3 and 16.5]
• Tue, Nov 13 -- Exercise Session
• Wed, Nov 14 -- Markov Decision Processes [Sections 17.1-17.2]
• Thu, Nov 15 -- Project 3 Due (anytime, up to 11:59pm)
• Mon, Nov 19 -- Adversarial Search [Sections 5.1-5.3]
• Tue, Nov 20 -- Exercise Session
• Wed, Nov 21 -- No Class (Thanksgiving)
• Mon, Nov 26 -- Artificial Intelligence Ethics
• Tue, Nov 27 -- Exercise Session
• Wed, Nov 28 -- Wrap-Up and Final Review
• Wed, Dec 05 -- Final from 4:30pm-6:30pm in SLH 200 (unless you applied on or before September 10 for an exception)

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