Markov perfect equilibria for risk-sensitive Markov decision processes with quasi-hyperbolic discounting

We investigate a discrete-time Markov decision model in which the decision maker aggregates utilities determined along every infinite history of the process using quasi-hyperbolic discounting. To evaluate this aggregated utility, he applies a certainty equivalent with respect to the probability measure on the space of all paths induced by the transition probabilities and a strategy profile. Since such a dynamic decision model exhibits time inconsistency, we apply a well-established game theoretic approach. The solution concept is called a Markov perfect equilibrium and is time-consistent.

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Publication Details

Journal
Discrete and Continuous Dynamical Systems - B
Published
2024-12-16
DOI
https://doi.org/10.3934/dcdsb.2024182
Citations
1
Primary Topic
Economic theories and models
Type
article
Field-Weighted Citation Impact
1.13
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article

Markov perfect equilibria for risk-sensitive Markov decision processes with quasi-hyperbolic discounting

Andrzej S. Nowak, Anna Jaśkiewicz
1 citations
Discrete and Continuous Dynamical Systems - B
Economic theories and models
1.13
article

Markov perfect equilibria for risk-sensitive Markov decision processes with quasi-hyperbolic discounting

Andrzej S. Nowak, Anna Jaśkiewicz
article en
1 citations

Abstract

We investigate a discrete-time Markov decision model in which the decision maker aggregates utilities determined along every infinite history of the process using quasi-hyperbolic discounting. To evaluate this aggregated utility, he applies a certainty equivalent with respect to the probability measure on the space of all paths induced by the transition probabilities and a strategy profile. Since such a dynamic decision model exhibits time inconsistency, we apply a well-established game theoretic approach. The solution concept is called a Markov perfect equilibrium and is time-consistent.

Discrete and Continuous Dynamical Systems - BVol. 30(11)
Wrocław University of Science and Technology (PL), AGH University of Krakow (PL)
Peace, Justice and strong institutions
Openalex Percentile: Top 10%
Economic theories and models
1.13
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