Continuous-Time Zero-Sum Games for Markov Decision Processes with Discounted Risk-Sensitive Cost Criterion

In this paper, we study two-person zero-sum stochastic games for controlled continuous time Markov decision processes with risk-sensitive discounted cost criterion. The transition and cost rates are possibly unbounded. For the zero-sum stochastic game, we prove the existence of the value of the game...

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Veröffentlicht in:Dynamic games and applications 2022, Vol.12 (2), p.485-512
Hauptverfasser: Golui, Subrata, Pal, Chandan, Saha, Subhamay
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, we study two-person zero-sum stochastic games for controlled continuous time Markov decision processes with risk-sensitive discounted cost criterion. The transition and cost rates are possibly unbounded. For the zero-sum stochastic game, we prove the existence of the value of the game and saddle-point equilibrium in the class of history dependent strategies under a Foster–Lyapunov condition. We achieve our results by studying the corresponding Hamilton–Jacobi–Isaacs equation.
ISSN:2153-0785
2153-0793
DOI:10.1007/s13235-021-00391-2