The MDP toolbox proposes functions related to the resolution of discrete-time Markov Decision Processes: backwards induction, value iteration, policy iteration, linear programming algorithms with some variants.The functions were developped with MATLAB (note that one of the functions requires the Mathworks Optimization Toolbox) by Iadine Chaddodus, Marie-JosdoTee Cros, FrdoTeddoTerick Garcia, RdoTegis Sabbadin of the Biometry and Artificial Intelligence Unit of INRA Toulouse (France).The version 3.0 (September 2009) adds several functions related to Reinforcement Learning and improves the handling of sparse matrices. For more detail see the README file.Toolbox page: http://www.inra.fr/mia/T/MDPtoolbox
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