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Finite-memory strategies in POMDPs with long-run average objectives

Chatterjee, Krishnendu ; https://orcid.org/0000-0002-4561-241X et al.
ISTA Publications · Papers
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computer-science-applicationsgeneral-mathematics
Partially observable Markov decision processes (POMDPs) are standard models for dynamic systems with probabilistic and nondeterministic behaviour in uncertain environments. We prove that in POMDPs with long-run average objective, the decision maker has approximately optimal strategies with finite me
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