Defined a proper policy for an MDP as one that is guaranteed to reach a terminal state,
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Defined a proper policy for an MDP as one that is guaranteed to reach a terminal state, show that it is possible for a passive ADP agent to learn a transition model for which its policy π is improper even if π is proper for the true MDP with such models, the value determination step may fail if γ = 1. Show that this problem cannot arise if value determination is applied to the learned model only at the end of a trial.
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Consider a world with two states S 0 and S 1 with two a...View the full answer
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Related Book For
Artificial Intelligence A Modern Approach
ISBN: 978-0137903955
2nd Edition
Authors: Stuart J. Russell and Peter Norvig
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