# Center for Analysis and Design of Intelligent Agents

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public:t-720-atai:atai-19:lecture_notes_w5

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public:t-720-atai:atai-19:lecture_notes_w5 [2019/09/11 16:41]
thorisson [Lecture Notes, W7: Learning & Teaching]
public:t-720-atai:atai-19:lecture_notes_w5 [2020/03/25 18:29] (current)
thorisson [Learning: Means (The How)]
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|  What it is  | The acquisition of information in order to improve performance with respect to some Goal or set of Goals.   | |  What it is  | The acquisition of information in order to improve performance with respect to some Goal or set of Goals.   |
|   Learning from experience   | A method for learning. Also called "learning by doing": An Agent <m>A</m> does action <m>a</m> to phenomenon <m>p</m> in context <m>c</m> and uses the result to improve its ability to act on Goals involving <m>p</m>. All higher-level Earth-bound intelligences learn from experience.  | |   Learning from experience   | A method for learning. Also called "learning by doing": An Agent <m>A</m> does action <m>a</m> to phenomenon <m>p</m> in context <m>c</m> and uses the result to improve its ability to act on Goals involving <m>p</m>. All higher-level Earth-bound intelligences learn from experience.  |
-|   Learning by obser  on   | A method for learning. An Agent <m>A</m> learns how to achieve Goal <m>G</m> by receiving realtime information about some other Agent <m>A'</m> achieving Goal <m>G</m> by doing action <m>a</m>.  |+|   Learning by observation   | A method for learning. An Agent <m>A</m> learns how to achieve Goal <m>G</m> by receiving realtime information about some other Agent <m>A'</m> achieving Goal <m>G</m> by doing action <m>a</m>.  |
|   Learning from reasoning   | A method for learning. Using deduction, induction and abduction to simulate, generalize, and infer, respectively, new information from acquired information. \\ Most effectively used in combination with Learning from Experience.   | |   Learning from reasoning   | A method for learning. Using deduction, induction and abduction to simulate, generalize, and infer, respectively, new information from acquired information. \\ Most effectively used in combination with Learning from Experience.   |
|   Multi-objective learning   | Learning while aiming to achieve more than one Goal.   | |   Multi-objective learning   | Learning while aiming to achieve more than one Goal.   |
/var/www/ailab/WWW/wiki/data/pages/public/t-720-atai/atai-19/lecture_notes_w5.txt · Last modified: 2020/03/25 18:29 by thorisson