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  1. T Jan 16: Intro to AI (pdf), Reading: Ch. 1
  2. R Jan 18: History of AI (pdf), Reading: Ch. 1
  3. T Jan 23: Agents (pdf), Reading: Ch. 2
  4. R Jan 25: Search Intro (pdf), Reading: Sec. 3.1-3.2
    Assignment 1 published
  5. T Jan 30: Search Order (pdf), Reading: Sec. 3.3-3.6
  6. R Feb 1: Constraint Satisfaction Problems (pdf), Reading: Ch. 6
  7. T Feb 6: Planning (pdf), Reading: Ch. 10
  8. R Feb 8: Two-Player Games (pdf), Reading: Ch. 5
    Assignment 1 due M Feb 12
  9. T Feb 13: Stochastic Games, Imperfect Information, and Stochastic Search (pdf)
  10. R Feb 15: Game Theory (pdf) Reading: Sec. 17.5-17.6
    Assignment 2 published
  11. T Feb 20: Lecture Cancelled
  12. R Feb 22: Exam 1 Review (pdf)
  13. T Feb 27: Exam 1 (in class)
  14. R Mar 1: Probability (pdf) Reading: Ch. 13
    Recommended Problems: 13.1-12, 16.3
  15. T Mar 6: Random Variables (pdf) Reading: Ch. 13
  16. R Mar 8: Bayesian Inference and Bayesian Learning (pdf) Reading: Ch. 13
    Recommended Problems: 13.13-24, 18.18, 20.9; repeat 13.22 using Laplace smoothing
    Assignment 2 due M Mar 12
  17. T Mar 13: Linear Classifiers (pdf), Reading: Sections 18.6-18.7
    Recommended Problems: 18.16,20,21,23,25; 20.4
    Assignment 3 published
  18. R Mar 15: Deep Learning (pdf), Reading: Sections 18.6-18.7
    Recommended Problems: 18.19,22
  19. T Mar 27: Bayesian Networks (pdf), Reading: Ch. 14
    Recommended Problems: 14.1-8,11-14;16.5,16.17
  20. R Mar 29: Bayes Net Inference (pdf), Reading: Ch. 20
    Recommended Problems: 14.15-16,20.1-3,20.6,20.8,20.10
  21. T Apr 3: Hidden Markov Models (pdf), Reading: Ch. 15
    Recommended Problems: 15.1-6,13-17
  22. R Apr 5: Markov Decision Processes (pdf), Reading: Ch. 17
    Recommended Problems: 17.1-10
    Assignment 3 due M Apr 9
    Assignment 4 published
  23. T Apr 10: Reinforcement Learning (pdf), Reading: Ch. 21
    Recommended Problems: 22.2,4,6,8
  24. R Apr 12: Deep Reinforcement Learning (pdf)
  25. T Apr 17: Language Acquisition by an Anthroporphic Robot
  26. R Apr 19: Deep Reinforcement Learning: Deep Learning Part 1, Deep Learning Part 2, Deep Q-Learning.
  27. T Apr 24: Perception (pdf)
  28. R Apr 26: Societal Impacts of AI (pdf)
    Assignment 4 due M May 1 23:59:59
  29. T May 1: Exam 2 Review (pdf) Exam 2 Review
  30. T May 8, 13:30-15:30: Exam 2