Detailed Syllabus (SUBJECT TO CHANGE!!!)
Lectures | Topic(s) | Assignments | |
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I | Administration, Artificial Intelligence | ||
August 26 |
Introduction
RN 1 (pdf) |
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August 28 |
Intelligent Agents
RN 2 (pdf) |
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II | Problem-solving | ||
September 2, 4, 9 |
Solving Problems by Searching
RN 3.1-3.5 (pdf) |
Homework 1 (assigned 9/4, due 9/11)
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September 11, 16, 18 |
Informed Search and Exploration: I
RN 4.1-4.2 (pdf) |
Homework 2: paper: (assigned 9/16, due 9/23)
Homework 3: programming (assigned 9/18, due 10/2) |
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September 18, 23 |
Informed Search and Exploration: II
RN 4.3 (pdf) |
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September 25, 30 (Chenhai lectures), October 2 |
Constraint Satisfaction Problems
RN 5.1-5.3 (pdf) | Homework 4: paper (assigned
10/2, due 10/14)
Answer Key |
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October 2, 7 |
Adversarial search
RN 6.1-6.3 (pdf) |
Homework 5: paper and programming (posted 10/7, due to religious holiday for some, and fall break for all, for following two classes; paper due 10/16, programming due 10/21)
Answer Key |
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III | Knowledge and reasoning | ||
October 7, 9 (Chenhai lectures), OCTOBER 14 (no class), 16 (class resumes), 21 |
Logical Agents (propositional logic)
RN 7.1-7.5 (pdf) |
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October 21 | Midterm Review Scope/Format/Examples (pdf) | ||
October 23 |
Midterm Exam (closed-book, NO makeups)
Coverage: Chapters 2-6 |
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October 28 | Propositional Logic (continued) |
Homework 5 Redo: program (assigned 10/28, intent due 11/4, program due 11/11)
Homework 6: paper (assigned 10/28, due 11/4) Answer Key |
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October 30 |
First-Order Logic
RN 8 (pdf) |
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October 30, November 4, 6, 11 |
Inference in FOL
RN 9 (pdf)
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Homework 7: paper (assigned 11/4, due 11/11) Answer Key Homework 8: paper (assigned 11/11, due 11/18) - make sure you have the most recent version Answer Key |
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November 11, 13 |
Knowledge Represention
RN 10.3 - situation calculus (pdf) | ||
IV | Planning | ||
November 18, 20 | Planning |
Homework 9: paper (assigned 11/18, due 11/25)
Answer Key Homework 10: paper (assigned 11/20, due 12/04 - no late assignments can be accepted as the answer key will be made available on 12/04) Answer Key |
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V | Uncertain knowledge and reasoning | ||
November 25, December 2 |
Uncertainty
RN 13 (pdf) |
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December 2, 4 |
Probabilistic Reasoning
RN 14.1-14.2 (pdf) |
Sample Homework: paper (not assigned, but available for exam practice)
Answer Key |
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December 4 | Final Review Scope/Format/Coverage (pdf) | ||
Thursday, December 11 10:00 a.m. - 11:50 a.m (Pitt Exam Schedule) |
Final Exam (closed book, NO makeups) |