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Embedding a state space model into a Markov decision process

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  • Lars Relund Nielsen
  • Erik Jørgensen
  • Søren Højsgaard

Abstract

In agriculture Markov decision processes (MDPs) with finite state and action space are often used to model sequential decision making over time. For instance, states in the process represent possible levels of traits of the animal and transition probabilities are based on biological models estimated from data collected from the animal or herd. State space models (SSMs) are a general tool for modeling repeated measurements over time where the model parameters can evolve dynamically. In this paper we consider methods for embedding an SSM into an MDP with finite state and action space. Different ways of discretizing an SSM are discussed and methods for reducing the state space of the MDP are presented. An example from dairy production is given. Copyright Springer Science+Business Media, LLC 2011

Suggested Citation

  • Lars Relund Nielsen & Erik Jørgensen & Søren Højsgaard, 2011. "Embedding a state space model into a Markov decision process," Annals of Operations Research, Springer, vol. 190(1), pages 289-309, October.
  • Handle: RePEc:spr:annopr:v:190:y:2011:i:1:p:289-309:10.1007/s10479-010-0688-z
    DOI: 10.1007/s10479-010-0688-z
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    References listed on IDEAS

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    6. Nielsen, Lars Relund & Kristensen, Anders Ringgaard, 2006. "Finding the K best policies in a finite-horizon Markov decision process," European Journal of Operational Research, Elsevier, vol. 175(2), pages 1164-1179, December.
    7. Kennedy, John O. S. & Stott, Alistair W., 1993. "An adaptive decision-making aid for dairy cow replacement," Agricultural Systems, Elsevier, vol. 42(1-2), pages 25-39.
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    Cited by:

    1. Dowson, Oscar & Philpott, Andy & Mason, Andrew & Downward, Anthony, 2019. "A multi-stage stochastic optimization model of a pastoral dairy farm," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1077-1089.
    2. Borodin, Valeria & Bourtembourg, Jean & Hnaien, Faicel & Labadie, Nacima, 2016. "Handling uncertainty in agricultural supply chain management: A state of the art," European Journal of Operational Research, Elsevier, vol. 254(2), pages 348-359.

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