Deterministic Markov Nash equilibria for potential discrete-time stochastic games
Kybernetika, Tome 58 (2022) no. 2, pp. 163-179
Cet article a éte moissonné depuis la source Czech Digital Mathematics Library
In this paper, we study the problem of finding deterministic (also known as feedback or closed-loop) Markov Nash equilibria for a class of discrete-time stochastic games. In order to establish our results, we develop a potential game approach based on the dynamic programming technique. The identified potential stochastic games have Borel state and action spaces and possibly unbounded nondifferentiable cost-per-stage functions. In particular, the team (or coordination) stochastic games and the stochastic games with an action independent transition law are covered.
In this paper, we study the problem of finding deterministic (also known as feedback or closed-loop) Markov Nash equilibria for a class of discrete-time stochastic games. In order to establish our results, we develop a potential game approach based on the dynamic programming technique. The identified potential stochastic games have Borel state and action spaces and possibly unbounded nondifferentiable cost-per-stage functions. In particular, the team (or coordination) stochastic games and the stochastic games with an action independent transition law are covered.
DOI :
10.14736/kyb-2022-2-0163
Classification :
91A10, 91A14, 91A25, 91A50, 93E20
Keywords: stochastic games; optimal control; potential approach; dynamic programming
Keywords: stochastic games; optimal control; potential approach; dynamic programming
@article{10_14736_kyb_2022_2_0163,
author = {Fonseca-Morales, Alejandra},
title = {Deterministic {Markov} {Nash} equilibria for potential discrete-time stochastic games},
journal = {Kybernetika},
pages = {163--179},
year = {2022},
volume = {58},
number = {2},
doi = {10.14736/kyb-2022-2-0163},
mrnumber = {4467491},
zbl = {07584151},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.14736/kyb-2022-2-0163/}
}
TY - JOUR AU - Fonseca-Morales, Alejandra TI - Deterministic Markov Nash equilibria for potential discrete-time stochastic games JO - Kybernetika PY - 2022 SP - 163 EP - 179 VL - 58 IS - 2 UR - http://geodesic.mathdoc.fr/articles/10.14736/kyb-2022-2-0163/ DO - 10.14736/kyb-2022-2-0163 LA - en ID - 10_14736_kyb_2022_2_0163 ER -
%0 Journal Article %A Fonseca-Morales, Alejandra %T Deterministic Markov Nash equilibria for potential discrete-time stochastic games %J Kybernetika %D 2022 %P 163-179 %V 58 %N 2 %U http://geodesic.mathdoc.fr/articles/10.14736/kyb-2022-2-0163/ %R 10.14736/kyb-2022-2-0163 %G en %F 10_14736_kyb_2022_2_0163
Fonseca-Morales, Alejandra. Deterministic Markov Nash equilibria for potential discrete-time stochastic games. Kybernetika, Tome 58 (2022) no. 2, pp. 163-179. doi: 10.14736/kyb-2022-2-0163
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