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Optimal and instance-dependent guarantees for Markovian linear stochastic approximation.
Wenlong Mou
Ashwin Pananjady
Martin J. Wainwright
Peter L. Bartlett
Published in:
COLT (2022)
Keyphrases
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stochastic approximation
dynamic programming
monte carlo
worst case
machine learning
optimal control
optimal solution
support vector
theoretical guarantees