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In distributional reinforcement learning not only expected returns but the complete return distributions of a policy are taken into account. The return distribution for a fixed policy is given as the solution of an associated distributional…

机器学习 · 统计学 2023-05-29 Julian Gerstenberg , Ralph Neininger , Denis Spiegel

It is shown that, under certain assumptions on the growth and value distribution of a meromorphic function $f(z)$, \begin{equation*} m\left(r,\frac{\Delta_cf - ac}{f' - a}\right)=S(r,f'), \end{equation*} where $\Delta_c f=f(z+c)-f(z)$ and…

复变函数 · 数学 2023-06-13 Lasse Asikainen , Juha-Matti Huusko , Risto Korhonen

We give a criterium of holomorphy for some type formal power series. This gives a stronger form of a Rothstein's type extension theorem for a particular ring of holomorphic functions.

动力系统 · 数学 2007-05-23 Ricardo Perez-Marco

Mean value properties of solutions to the $m$-dimensional Helmholtz and modified Helmholtz equations are considered. An elementary derivation of these properties is given; it involves the Euler--Poisson--Darboux equation. Despite the…

偏微分方程分析 · 数学 2021-05-21 Nikolay Kuznetsov

Some differential implications of classical Marx-Strohh\"acker theorem are extended for multivalent functions. These results are also generalized for functions with fixed second coefficient by using the theory of first order differential…

复变函数 · 数学 2021-03-23 Prachi Gupta , Sumit Nagpal , V. Ravichandran

Using a model based on generalised Lotka Volterra dynamics together with some recent results for the solution of generalised Langevin equations, we show that the equilibrium solution for the probability distribution of wealth has two…

统计力学 · 物理学 2008-12-10 Peter Richmond , Sorin Solomon

n this article we consider functions meromorphic in the unit disk. We give an elementary proof for a condition that is sufficient for the univalence of such functions which also contains some known results. We include few open problems for…

复变函数 · 数学 2019-05-07 See Keong Lee , Saminathan Ponnusamy , Karl-Joachim Wirths

In the paper boundary-value problem for a multidimensional system of partial differential equations with fractional derivatives in Riemann-Liouville sense with constant coefficients is studied in a rectangular domain. The existence and…

偏微分方程分析 · 数学 2018-06-25 M. O. Mamchuev

We show that it is possible to approximate the zeta-function of a curve over a finite field by meromorphic functions which satisfy the same functional equation and moreover satisfy (respectively do not satisfy) the analogue of the Riemann…

复变函数 · 数学 2010-08-04 P. M. Gauthier , N. Tarkhanov

The von Neumann-Morgenstern (VNM) utility theorem shows that under certain axioms of rationality, decision-making is reduced to maximizing the expectation of some utility function. We extend these axioms to increasingly structured…

人工智能 · 计算机科学 2022-06-29 Mehran Shakerinava , Siamak Ravanbakhsh

The definition of a non-trivial space of generalized functions of a complex variable allowing to consider derivatives of continuous functions is a non-obvious task, e.g. because of Morera theorem, because distributional Cauchy-Riemann…

泛函分析 · 数学 2025-10-30 Sekar Nugraheni , Paolo Giordano

Under the Riemann Hypothesis, we connect the distribution of $k$-free numbers with the derivative of the Riemann zeta-function at nontrivial zeros of $\zeta(s)$. Moreover, with additional assumptions, we prove the existence of a limiting…

数论 · 数学 2016-06-01 Xianchang Meng

We study a linear recursion with random Markov-dependent coefficients. In a "regular variation in, regular variation out" setup we show that its stationary solution has a multivariate regularly varying distribution. This extends results…

概率论 · 数学 2010-06-15 D. Hay , R. Rastegar , A. Roitershtein

We provide asymptotic results for the distribution of weighted nonlinear functionals of Gaussian field with long-range dependence. We also show that integral functionals and the corresponding additive functionals have same distributions…

概率论 · 数学 2017-10-06 Tareq Alodat , Andriy Olenko

We present a theory of particles, obeying intermediate statistics ("anyons"), interpolating between Bosons and Fermions, based on the principle of Detailed Balance. It is demonstrated that the scattering probabilities of identical particles…

量子物理 · 物理学 2008-11-26 R. Acharya , P. Narayana Swamy

In this article we prove meromorphic continuation of weighted zeta functions in the framework of open hyperbolic systems by using the meromorphically continued restricted resolvent of Dyatlov and Guillarmou (2016). We obtain a residue…

动力系统 · 数学 2021-12-14 Sonja Barkhofen , Philipp Schütte , Tobias Weich

The minimal possible rate of growth of a meromorphic function with three critical values is found.

复变函数 · 数学 2008-08-08 Alexandre Eremenko

Let $\mathfrak g$ be an infinite-dimensional Lie algebra, and $G$ be the algebraic completion of a $\mathfrak g$-module. Using the geometric model of Schottky uniformization of Riemann sphere to obtain a higher genus Riemann surface, we…

泛函分析 · 数学 2026-03-10 A. Zuevsky

A method for generating random $U(1)$ variables with Boltzmann distribution is presented. It is based on the rejection method with transformation of variables. High efficiency is achieved for all range of temparatures or coupling…

高能物理 - 格点 · 物理学 2009-10-22 Tetsuya Hattori , Hideo Nakajima

In this short note the theory for multivariate asset allocation with elliptically symmetric distributions of returns, as developed in the author's prior work, is specialized to the case of returns drawn from a multivariate Laplace…

投资组合管理 · 定量金融 2024-11-15 Graham L. Giller