Great Ideas in Learning and Control Theory FTN0509 TN23H071 2023H

Great Ideas in Learning and Control Theory FTN0509 TN23H071 2023H

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General Information

General Information General Information

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General Information 155164  

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  Examination Examination       1

      wiki_page 912489 0

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  Final Presentations Final Presentations       2

      wiki_page 1036910 0

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Lectures

Lectures Lectures

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Lectures 155165  

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  Lec 0 – Introduction Lec 0 – Introduction       1

      wiki_page 919277 0

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  Lec 1 – Entropy and information Lec 1 – Entropy and information       2

      wiki_page 914790 0

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  Lec 2 – Dynamical systems and state-space Lec 2 – Dynamical systems and state-space       3

      wiki_page 914807 0

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  Lec 3 – Frequency domain Lec 3 – Frequency domain       4

      wiki_page 914808 0

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  Lec 4 – Maximum likelihood and risk minimization Lec 4 – Maximum likelihood and risk minimization       5

      wiki_page 914809 0

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  Lec 6 – Stochastic approximation and adaptation Lec 6 – Stochastic approximation and adaptation       7

      wiki_page 914812 0

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  Lec 7 – Principle of optimality Lec 7 – Principle of optimality       8

      wiki_page 914811 0

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  Lec 8 – Convex optimization Lec 8 – Convex optimization       9

      wiki_page 914813 0

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Discussion forums

Discussion forums Discussion forums

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Discussion forums 156167  

• Discussion Topic

  Lecture 1 - Entropy and information Lecture 1 - Entropy and information 1     1

      discussion_topic 917416 1

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• Discussion Topic

  Lecture 2 - Dynamical systems and state-space Lecture 2 - Dynamical systems and state-space 1     2

      discussion_topic 923498 1

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• Discussion Topic

  Lecture 3 - Frequency domain Lecture 3 - Frequency domain 1     3

      discussion_topic 932033 1

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• Discussion Topic

  Lecture 4 – Maximum likelihood and risk minimization Lecture 4 – Maximum likelihood and risk minimization 1     4

      discussion_topic 938488 1

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• Discussion Topic

  Lecture 6 – Stochastic approximation and adaptation Lecture 6 – Stochastic approximation and adaptation 1     5

      discussion_topic 950163 1

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• Discussion Topic

  Lecture 7 – Principle of optimality Lecture 7 – Principle of optimality 1     6

      discussion_topic 957510 1

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• Discussion Topic

  Lecture 8 – Convex optimization Lecture 8 – Convex optimization 1     7

      discussion_topic 970105 1

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