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Mean field Markov decision processes - MaRDI portal

Mean field Markov decision processes (Q2701089)

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scientific article; zbMATH DE number 7680335

Language	Label	Description	Also known as
English	Mean field Markov decision processes	scientific article; zbMATH DE number 7680335

Statements

scholarly article

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Mean field Markov decision processes (English)

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Nicole Bäuerle

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Applied Mathematics and Optimization

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publication date

27 April 2023

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full work available at URL

https://arxiv.org/abs/2106.08755

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zbMATH Keywords

mean-field control

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Markov decision process

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average reward

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MaRDI profile type

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Optimal Control of Partially Observable Piecewise Deterministic Markov Processes

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Markov decision processes with applications to finance.

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Convex stochastic fluid programs with average cost.

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Probabilistic Theory of Mean Field Games with Applications II

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Simulation-based algorithms for Markov decision processes.

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Discrete time mean-field stochastic linear-quadratic optimal control problems

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Steady State Policies for Deterministic Dynamic Programs

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A mean field approach for optimization in discrete time

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Mean Field for Markov Decision Processes: From Discrete to Continuous Optimization

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Conditions Under Which a Markov Chain Converges to its Steady State in Finite Time

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Discrete time, finite state space mean field games

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Average Optimality in Markov Control Processes via Discounted-Cost Problems and Linear Programming

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Discrete-time control for systems of interacting objects with unknown random disturbance distributions: a mean field approach

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Control systems of interacting objects modeled as a game against nature under a mean field approach

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Blackwell optimality in the class of stationary policies in Markov decision chains with a Borel state space and unbounded rewards

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Anonymous sequential games

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Mean field games. I: The stationary case

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A CLASS OF MARKOV PROCESSES ASSOCIATED WITH NONLINEAR PARABOLIC EQUATIONS

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Discrete time McKean-Vlasov control problem: a dynamic programming approach

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Approximate Dynamic Programming

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Perturbation theory for Markov chains via Wasserstein distance

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Markov--Nash Equilibria in Mean-Field Games with Discounted Cost

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Average Optimality in Dynamic Programming with General State Space

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Discrete-time ergodic mean-field games with average reward on compact spaces

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Identifiers

Mathematics Subject Classification ID

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zbMATH DE Number

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10.1007/S00245-023-09985-1

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Sitelinks

Mathematics(1 entry)

mardi Publication:2701089

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