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eess.SY2017
Analysis of stochastic approximation schemes with set-valued maps in the absence of a stability guarantee and their stabilization
Vinayaka G. Yaji, Shalabh Bhatnagar
In this paper, we analyze the behavior of stochastic approximation schemes with set-valued maps in the absence of a stability guarantee. We prove that after a large number of itera…
eess.SY2016
Stochastic Recursive Inclusions in two timescales with non-additive iterate dependent Markov noise
Vinayaka Yaji, Shalabh Bhatnagar
In this paper we study the asymptotic behavior of a stochastic approximation scheme on two timescales with set-valued drift functions and in the presence of non-additive iterate-de…
eess.SY2016★ 4 cited
Stochastic Recursive Inclusions with Non-Additive Iterate-Dependent Markov Noise
Vinayaka Yaji, Shalabh Bhatnagar
In this paper we study the asymptotic behavior of stochastic approximation schemes with set-valued drift function and non-additive iterate-dependent Markov noise. We show that a li…