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  • 标题:Improved order 1/4 convergence for piecewise constant policy approximation of stochastic control problems
  • 本地全文:下载
  • 作者:Espen R. Jakobsen ; Athena Picarelli ; Christoph Reisinger
  • 期刊名称:Electronic Communications in Probability
  • 印刷版ISSN:1083-589X
  • 出版年度:2019
  • 卷号:24
  • DOI:10.1214/19-ECP256
  • 语种:English
  • 出版社:Electronic Communications in Probability
  • 摘要:In N. V. Krylov, Approximating value functions for controlled degenerate diffusion processes by using piece-wise constant policies, Electron. J. Probab., 4(2), 1999, it is proved under standard assumptions that the value functions of controlled diffusion processes can be approximated with order 1/6 error by those with controls which are constant on uniform time intervals. In this note we refine the proof and show that the provable rate can be improved to 1/4, which is optimal in our setting. Moreover, we demonstrate the improvements this implies for error estimates derived by similar techniques for approximation schemes, bringing these in line with the best available results from the PDE literature.
  • 关键词:optimal control; Bellman’s equation; error estimates; piecewise constant policies
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