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20132026
most citedEfficient model-based reinforcement learning for approximate online optimal

110 citations · 337 across the 24 of their papers we have counts for

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7 papers · 1 filter

math.FA2025

Restricted Liouville Operator for the study of Non-Analytic Dynamics within the Disk

Sushant Pokhriyal, Joel A Rosenfeld

The study of Koopman and Liouville operators over reproducing kernel Hilbert spaces (RKHSs) has been gaining considerable interest over the past decade. In particular, these operat…

math.FA2021★ 3 cited

The kernel perspective on dynamic mode decomposition

Efrain Gonzalez, Moad Abudia, Michael Jury +2

This manuscript revisits theoretical assumptions concerning dynamic mode decomposition (DMD) of Koopman operators, including the existence of lattices of eigenfunctions, common eig…

math.FA2021

Liouville Operators over the Hardy Space

Benjamin P. Russo, Joel A. Rosenfeld

The role of Liouville operators in the study of dynamical systems through the use of occupation measures have been an active area of research in control theory over the past decade…

math.FA2021

Occupation Kernel Hilbert Spaces for Fractional Order Liouville Operators and Dynamic Mode Decomposition

Joel A. Rosenfeld, Benjamin Russo, Xiuying Li

This manuscript gives a theoretical framework for a new Hilbert space of functions, the so called occupation kernel Hilbert space (OKHS), that operate on collections of signals rat…

math.FA2015

Introducing the Polylogarithmic Hardy Space

Joel A. Rosenfeld

In this paper we investigate the reproducing kernel Hilbert space where the polylogarithm appears as kernel functions. This investigation begins with the properties of functions in…

math.FA2014

The Sarason Sub-Symbol and the Recovery of the Symbol of Densely Defined Toeplitz Operators over the Hardy Space

Joel Rosenfeld

While the symbol map for the collection of bounded Toeplitz operators is well studied, there has been little work on a symbol map for densely defined Toeplitz operators. In this wo…

math.FA2013

Densely Defined Multiplication on the Sobolev Space

Joel A. Rosenfeld

Following Sarason's classification of the densely defined multiplication operators over the Hardy space, we classify the densely defined multipliers over the Sobolev space, $W^{1,2…