Exploiting the Structural Properties of the Underlying Markov Decision Problem in the Q-Learning Algorithm

DOI10.1287/ijoc.1070.0240zbMath1243.90235OpenAlexW2102195169MaRDI QIDQ2901012

Huseyin Topaloglu, Sumit Kunnumkal

Publication date: 28 July 2012

Published in: INFORMS Journal on Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/ijoc.1070.0240

zbMATH Keywords

Markov decision processesQ-learningstochastic approximation methods

Mathematics Subject Classification ID

Markov and semi-Markov decision processes (90C40)

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