Introduction to Artificial Intelligence - Fall 2011 (aka CS221) from October 10 to December 16 2011

Official account @AIclass #aiclass on Twitter, identi.ca, TwitterStreamGraphs, flickr

Own objectives

  1. update and re-organize my knowledge of AI
  2. participate in a group event
  3. try new means of education

Finished with 86.7% overall (cf statement of accomplishment).

An average score but more importantly a very motivating introduction, especially with MLClass, to what will be a lifelong learning process (cf Education#InteractiveClasses).

Attended activities

Planned activities

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Preparation

  • KhanAcademy basis done in MentalExercises
  • creation of this page and refactoring (yet still ToRefactor)
  • read introduction, summary of each chapter and the conclusion of AIMA

starting at chapter 2, PDF page number = book number+20) 79 127 173 209 247 294 333 377 413 450 487 522 571 623 656 704 777 817 845 873 902 938 985 1030 1060 should check http://aima.eecs.berkeley.edu/slides-pdf/ too

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Overview of AI, Search (Oct 10)

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Statistics, Uncertainty, and Bayes networks (Oct 17)

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Machine Learning (Oct 24)

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Hidden Markov models and Bayes filters (Oct 31)

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Markov Decision Processes and Reinforcement Learning (Nov 7)

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Adversarial planning (games) and belief space planning (POMDPs) (Nov 14)

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Logic and Logical Problem Solving (Nov 21)

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Image Processing and Computer Vision (Nov 28)

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Robotics and robot motion planning (Dec 5)

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Natural Language Processing and Information Retrieval (Dec 12)

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Overall remarks and conclusions

  • meet him
  • could be improved by doing that
  • see also that other event

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Other reviews or coverage

  • ?

To do