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Stochastic Approximation for Nonlinear Discrete Stochastic Control: Finite-Sample Bounds for Exponentially Stable Systems.

Hoang NguyenSiva Theja Maguluri
Published in: CDC (2023)
Keyphrases
  • finite sample
  • stochastic approximation
  • sample size
  • uniform convergence
  • error bounds
  • upper bound
  • monte carlo
  • machine learning
  • lower bound
  • dynamic programming