Difference between revisions of "10-601 Reinforcement Learning"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016 === Slides === * ... === Readings === * ... === What You Should Know === * ...")
 
 
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=== Slides ===
 
=== Slides ===
  
* ...
+
* [http://curtis.ml.cmu.edu/w/courses/images/f/f0/Rl-2016.pdf Slides (pdf)]
  
 
=== Readings ===
 
=== Readings ===
  
* ...
+
* Mitchell, Chapter 13
 +
* Kaelbling et al., Reinforcement Learning: A Survey
  
 
===  What You Should Know  ===
 
===  What You Should Know  ===
  
* ...
+
* Learning to choose optimal actions
 +
* From delayed rewards
 +
* By learning evaluation functions like V(s) and Q(s,a).

Latest revision as of 20:11, 20 April 2016

This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016

Slides

Readings

  • Mitchell, Chapter 13
  • Kaelbling et al., Reinforcement Learning: A Survey

What You Should Know

  • Learning to choose optimal actions
  • From delayed rewards
  • By learning evaluation functions like V(s) and Q(s,a).