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    JMLR
    2002
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    On the Convergence of Optimistic Policy Iteration
    15 years 2 days ago
    On the Convergence of Optimistic Policy Iteration
    Download  www.mit.edu
    We consider a finite-state Markov decision problem and establish the convergence of a special case of optimistic policy iteration that involves Monte Carlo estimation of Q-values,...
    John N. Tsitsiklis
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