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Exit time risk-sensitive Markov decision processes related to systems of cooperative agents

Authors :
Dupuis, Paul
Laschos, Vaios
Ramanan, Kavita
Publication Year :
2017
Publisher :
Weierstrass Institute, 2017.

Abstract

We study sequences, parametrized by the number of agents, of exit time stochastic control problems with risk-sensitive costs structures generate by unbounded costs. We identify a fully characterizing assumption, under which, each of them corresponds to a risk-neutral stochastic control problem with additive cost, and also to a risk-neutral stochastic control problem on the simplex, where the specific information about the state of each agent can be discarded. We finally prove that, under some additional assumptions, the sequence of value functions converges to the value function of a deterministic control problem.

Details

Database :
OpenAIRE
Accession number :
edsair.doi...........f9ca89243c9e4ca6b77e85c7b47fbaaa
Full Text :
https://doi.org/10.20347/wias.preprint.2407