MDPtoolbox: a multi‐platform toolbox to solve stochastic dynamic programming problems. Issue 9 (14th July 2014)

• Record Type: Journal Article
• Authors: Chadès, Iadine; Chapron, Guillaume; Cros, Marie‐Josée; Garcia, Frédérick; Sabbadin, Régis
• Is Part Of: Ecography. Volume 37:Issue 9(2014:Sep.)
• Page Start: 916
• Page End: 920
• Publication Date: 2014-07-14
• Subjects: Ecology -- Periodicals; Biodiversity -- Periodicals; 574.5
• DOI: 10.1111/ecog.00888
• Languages: English
• ISSNs: 0906-7590

Abstract

<abstract abstract-type="main" xml:lang="en"> <title> <x xml:space="preserve">Abstract</x> </title> <p>Stochastic dynamic programming (SDP) or Markov decision processes (MDP) are increasingly being used in ecology to find the best decisions over time and under uncertainty so that the chance of achieving an objective is maximised. To date, few programs are available to solve SDP/MDP. We present MDPtoolbox, a multi‐platform set of functions to solve Markov decision problems (MATLAB, GNU Octave, Scilab and R). MDPtoolbox provides state‐of‐the‐art and ready to use algorithms to solve a wide range of MDPs. MDPtoolbox is easy to use, freely available and has been continuously improved since 2004. We illustrate how to use MDPtoolbox on a dynamic reserve design problem.</p> </abstract>