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Convergence rate and averaging of nonlinear two-time-scale stochastic approximation algorithms

机译：非线性二次尺度随机逼近算法的收敛速度和平均

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Published at http://dx.doi.org/10.1214/105051606000000448 in the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)

机译：由数理统计研究所（http://www.imstat.org）在http://dx.doi.org/10.1214/105051606000000448发表在《应用概率年鉴》（http://www.imstat.org/aap/）中。 org）

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Mokkadem, Abdelkader; Pelletier, Mariane;
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年度 2006
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正文语种 en
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1. Convergence rate and averaging of nonlinear two-time-scale stochastic approximation algorithms [J] . Mokkadem A, Pelletier M The Annals of applied probability: an official journal of the Institute of Mathematical Statistics . 2006,第3期

机译：非线性二次尺度随机逼近算法的收敛速度和平均
2. Convergence rate of linear two-time-scale stochastic approximation [J] . Vijay R. Konda, John N. Tsitsiklis The Annals of applied probability: an official journal of the Institute of Mathematical Statistics . 2004,第2期

机译：线性二次尺度随机逼近的收敛速度
3. Strong convergence rates for nonlinearity-truncated Euler-type approximations of stochastic Ginzburg-Landau equations [J] . Becker Sebastian, Jentzen Arnulf Stochastic Processes and Their Applications: An Official Journal of the Bernoulli Society for Mathematical Statistics and Probability . 2019,第1期

机译：随机吉丁堡 - Landau方程的非线性截断欧拉型近似的强烈收敛速度
4. Convergence Rates of Finite Difference Stochastic Approximation Algorithms Part Ⅱ: Implementation via Common Random Numbers [C] . Liyi Dai Sensing and analysis technologies for biomedical and cognitive applications 2016 . 2016

机译：有限差分随机逼近算法的收敛速度第二部分：通用随机数的实现
5. On the convergence of model -free policy iteration algorithms for reinforcement learning: Stochastic approximation under discontinuous mean dynamics. [D] . Williams, John Kevin. 2000

机译：关于用于增强学习的无模型策略迭代算法的收敛：不连续平均动力学下的随机逼近。
6. FITTING NONLINEAR ORDINARY DIFFERENTIAL EQUATION MODELS WITH RANDOM EFFECTS AND UNKNOWN INITIAL CONDITIONS USING THE STOCHASTIC APPROXIMATION EXPECTATION–MAXIMIZATION (SAEM) ALGORITHM [O] . Sy- Miin Chow, Zhaohua Lu, Hongtu Zhu, -1

机译：随机逼近-最大化（SAEM）算法拟合具有随机效应和未知初始条件的非线性常微分方程模型
7. CONVERGENCE RATE AND AVERAGING OF NONLINEAR TWO-TIME-SCALE STOCHASTIC APPROXIMATION ALGORITHMS [O] . Abdelkader Mokkadem, Mariane Pelletier 2006

机译：非线性两时间随机近似算法的收敛速度与平均
8. I,II Convergence and Rate of Convergence Theorems for Constrained and Unconstrained Stochastic Approximation,via Weak Convergence Methods. III Numerical Studies for Constrained Stochastic Approximation Problems, [R] . kushner,harold j. lakshmivarahan, s. 1977

机译：I，II收敛性和受约束和无约束随机逼近的收敛速度定理，通过弱收敛方法。 III约束随机逼近问题的数值研究，

Convergence rate and averaging of nonlinear two-time-scale stochastic approximation algorithms

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