Blackwell optimality and policy stability for long-run risk sensitive stochastic control

التفاصيل البيبلوغرافية
العنوان: Blackwell optimality and policy stability for long-run risk sensitive stochastic control
المؤلفون: Bäuerle, Nicole, Pitera, Marcin, Stettner, Łukasz
سنة النشر: 2024
المجموعة: Mathematics
مصطلحات موضوعية: Mathematics - Optimization and Control, Mathematics - Probability, 60J05, 60J35, 90C39, 90C40, 93C55, 93E20
الوصف: This paper analyzes the stability of optimal policies in the long-run stochastic control framework with an averaged risk-sensitive criterion for discrete-time MDPs on finite state-action space. In particular, we study the robustness of optimal controls when perturbations to the risk-aversion parameter are applied, and investigate the Blackwell property, together with its link to the risk-sensitive vanishing discount approximation framework. Finally, we present examples that help to better understand the intricacies of the risk-sensitive control framework.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2406.15952
رقم الأكسشن: edsarx.2406.15952
قاعدة البيانات: arXiv