A Finite Time Analysis of Temporal Difference Learning with Linear ...
Abstract. We consider a general asynchronous Stochastic Approximation (SA) scheme featuring a weighted infinity-norm contractive operator, and prove a bound ...
Distance-based analysis of dynamical systems and time series by ...Abstract. We consider nonlinear parabolic stochastic PDEs on a bounded Lipschitz domain driven by a Gaussian noise that is white in time and ... Stationary distributions for diffusions with inert drift - of Martin HairerAbstract. We consider processes that coincide with a given diffusion process outside a finite collection of domains. In each of the domains, there is, ... Finite-Time Analysis of Asynchronous Stochastic Approximation and ...In this thesis, we propose a generic framework of localization theory for the propagation of information in non-relativistic quantum ...
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