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courses:be5b33kui:literature [2019/02/17 21:02]
hoffmmat
courses:be5b33kui:literature [2019/04/05 14:11] (current)
svobodat
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 Especially when discussing Reinforcement learning and MDPs, we will make use of {[be5b33kui:​Sutton-Barto2018]},​ on-line [[http://​incompleteideas.net/​book/​RLbook2018.pdf|pdf]]. ​ Especially when discussing Reinforcement learning and MDPs, we will make use of {[be5b33kui:​Sutton-Barto2018]},​ on-line [[http://​incompleteideas.net/​book/​RLbook2018.pdf|pdf]]. ​
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 +{[b3b33kui:​Bishop2006]} is an excellent textbook for machine learning, classifiers,​ ROC, perceptron ... [[https://​www.microsoft.com/​en-us/​research/​uploads/​prod/​2006/​01/​Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf|PDF]] is freely downloadable.
  
 For Python we recommend {[a4b99rph:​Wentworth2012]} or {[a4b99rph:​Downey2009]};​ the newer and Python 3.x fully compatible {[a4b99rph:​Wentworth2012]} is probably the better option. [[http://​python-textbok.readthedocs.io/​en/​1.0/​index.html|Object-Oriented Programming in Python]] is a good on-line textbook. For Python we recommend {[a4b99rph:​Wentworth2012]} or {[a4b99rph:​Downey2009]};​ the newer and Python 3.x fully compatible {[a4b99rph:​Wentworth2012]} is probably the better option. [[http://​python-textbok.readthedocs.io/​en/​1.0/​index.html|Object-Oriented Programming in Python]] is a good on-line textbook.
courses/be5b33kui/literature.txt ยท Last modified: 2019/04/05 14:11 by svobodat