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Determination of a Representative Collective Value Function Through a Value Function-Based Consensus-Reaching Process
Consensus-reaching among decision-makers (DMs) is an important prerequisite for effective group decision-making. Determining a collective value...
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Technology: Form, Function, Value
Technology changes the physical conditions in which people live. Technology is created for a specific purpose or utility, causing changes in the... -
Nonlinear Value Function Approximation
In this chapter, we will explore the use of nonlinear methods to approximate value functions in reinforcement learning. Value functions play a... -
Linear Value Function Approximation
Part I of this book focuses on using tabular methods to represent the value functions of Markov decision processes (MDPs). However, this approach is... -
Directional Derivative of the Value Function for Parametric Set-Constrained Optimization Problems
This paper is concerned with the directional derivative of the value function for a very general set-constrained optimization problem under...
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Power of an Entire Function Sharing One Value Partially with Its Derivative
AbstractIn the paper, we investigate the uniqueness problem of a power of an entire function that share one value partially with its derivatives and...
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Boundary value problems of quaternion-valued differential equations: solvability and Green’s function
This paper is associated with Sturm–Liouville type boundary value problems and periodic boundary value problems for quaternion-valued differential...
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Directional differentiability of the optimal value function in quadratic programming problem on Hilbert spaces
First-order directional differentiability of the optimal value function for parametric quadratic programming problems in Hilbert spaces is...
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Optimization of the Optimal Value Function in Problems of Convex Parametric Programming
We consider a problem of convex parametric programming in which the objective function and the constraint functions are convex functions of an...
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Humanism Capital Value Function: Elements and Their Relations
This chapter analyzes the classic “Cobb-Douglas production function” of production-oriented enterprises in seller’s market in industrial economy... -
Humanism Capital Value Function: Elements and Their Relations
This paper analyzes the classic “Cobb-Douglas production function” of production-oriented enterprises in seller’s market in industrial economy... -
Boundary value problem of weighted fractional derivative of a function with a respect to another function of variable order
This study aims to resolve weighted fractional operators of variable order in specific spaces. We establish an investigation on a boundary value...
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Hermite kernel surrogates for the value function of high-dimensional nonlinear optimal control problems
Numerical methods for the optimal feedback control of high-dimensional dynamical systems typically suffer from the curse of dimensionality. In the...
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An Improved Method for Approximating the Infinite-Horizon Value Function of the Discrete-Time Switched LQR Problem
This paper considers the problem of approximating the infinite-horizon value function of the discrete-time switched LQR problem. In particular, the...
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Value Function Evaluation with Data Augmentation for Offline Reinforcement Learning
Offline reinforcement learning, also known as batch reinforcement learning, aims to utilize pre-collected offline datasets for training without... -
Quantification of testicular fat content: the value of evaluating testicular function after cryptorchidism surgery
BackgroundTo investigate the correlation between testicular fat content (TFC) and sex hormone levels in patients with cryptorchidism and its value in...
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Correlation between the thyroid computed tomography value and thyroid function in hyperthyroidism: a retrospective study
ObjectiveRadioiodine (I-131) therapy for hyperthyroidism is a well-established and safe treatment option. This study aimed to investigate the...
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Discrete State Space Value Function Iteration
The methods presented in the previous chapters use a system of stochastic difference equations that governs the time path of an economy to find... -
Mean value theorems for the Apostol–Vu double zeta-function and its application
We consider mean value theorems for various double zeta-functions. We calculate mean square values for the Apostol–Vu double zeta-function, as well...
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Locally bounded variations epigraph property of the value function to infinite horizon optimal control problems under state constraints
This paper addresses infinite horizon control problems under state constraints and some regularity aspects of the associated value function through...