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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:
CoRR (2021)
Keyphrases
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stochastic approximation
monte carlo
optimal solution
worst case
theoretical guarantees
reinforcement learning
machine learning
optical flow
cost function