Lecture Notes

810:161

Artificial Intelligence

Fall Semester 2001

Introduction

  • Session 1: Welcome to Artificial Intelligence! -- (August 28, 2001)
  • Session 2: What is Artificial Intelligence? -- (August 30, 2001)

    • Agents that Search for Solutions

  • Session 3: Agents and their Goals (slides) -- (September 4, 2001)
  • Session 4: Uninformed Search (slides) -- (September 6, 2001)
  • Session 5: Search and Knowledge (slides) -- (September 18, 2001)
  • Session 6: Heuristic Search (slides) -- (September 20, 2001)
  • Session 7: Search in Adversarial Environments (slides) -- (September 25, 2001)
  • Session 8: Knowledge in Adversarial Search (slides) -- (September 27, 2001)

    • Agents that Reason Logically

  • Session 9: An Introduction to Knowledge Representation (slides) -- (October 2, 2001)
  • Session 10: Logic as Knowledge Representation (slides) -- (October 4, 2001)
  • Session 11: Modus Ponens as Reasoning Mechanism (slides) -- (October 9, 2001)
  • Session 12: Resolution as Reasoning Mechanism (slides) -- (October 11, 2001)

    • Break Point 1

  • Session x1: Exam 1 -- (October 16, 2001)

    • Agents that Reason in the Real World

  • Session 13: Reasoning in the Face of Uncertainty (slides) -- (October 23, 2001)
  • Session 14: Explaining Conclusions (slides) -- (October 25, 2001)

    • Agents that Learn

  • Session 15: An Introduction to Learning (slides) -- (October 30, 2001)
  • Session 16: Toward Induction (slides) -- (November 1, 2001)
  • Session 17: Learning by Induction (slides) -- (November 6, 2001)
  • Session 18: Learning by Evolution (slides) -- (November 8, 2001)
  • Session 19: Genetic Algorithms (slides) -- (November 13, 2001)
  • Session 20: Genetic Programming (slides) -- (November 15, 2001)
  • Session 21: Knowledge-Based Learning (slides) -- (November 20, 2001)

    • Agents that Plan their Actions

  • Session 22: An Introduction to Planning (slides) -- (November 27, 2001)
  • Session 23: Toward Reasoning about Plans (slides) -- (November 29, 2001)
  • Session 24: Plan-Space Planning (slides) -- (December 4, 2001)

    • Break Point 2

  • Session x2: Exam 2 -- (December 6, 2001)

    • Knowledge-Based Systems

  • Session 25: Structured Matching (slides ... paper to read for next time) -- (December 11, 2001)

    • Course Wrap-Up

  • Session 26: In Search of Intelligent Systems (slides) -- (December 13, 2001)

    • Eugene Wallingford ==== wallingf@cs.uni.edu ==== December 13, 2001