Abstract: In this paper, estimation of a regression function from independent and identically distributed random variables is considered. Estimates are defined by minimization of the empirical L 2 ...

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This course provides an introduction to linear algebra topics. Emphasis is placed on the development of abstract concepts and applications for vectors, systems of equations, matrices, determinants, ...

Abstract: This paper is concerned with the problem of policy evaluation with linear function approximation in discounted infinite horizon Markov decision processes ...

A powerful and customizable Lua math parser that can solve both simple arithmetic problems and complex mathematical expressions. It supports adding variables, functions, custom operators, and operator ...