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The following is a list of required and optional materials for this course. This information is subject to change.

Reinforcement Learning - 28944 - CS 59300 - Lecture

    OPTIONAL TEXTBOOK: ISBN: 9781108486828 -- Bandit Algorithms
    Author: Tor Lattimore,Csaba Szepesvari
    Publisher: Cambridge University Press
    Edition/Year:2020

    OPTIONAL TEXTBOOK: ISBN: 9780471727828 -- Markov Decision Processes
    Author: Martin L. Puterman
    Publisher: Wiley-Interscience
    Edition/Year:2005

    OPTIONAL TEXTBOOK: ISBN: 9780521406055 -- Probability with Martingales
    Author: David Williams
    Publisher: Cambridge University Press
    Edition/Year:1991



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