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Stochastic Approximation for Nonlinear Discrete Stochastic Control: Finite-Sample Bounds for Exponentially Stable Systems.
Hoang Nguyen
Siva Theja Maguluri
Published in:
CDC (2023)
Keyphrases
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finite sample
stochastic approximation
sample size
uniform convergence
error bounds
upper bound
monte carlo
machine learning
lower bound
dynamic programming