Markov Decision Processes (MDP) Toolbox

版本 1.6 (391.7 KB) 作者: Marie-Josee Cros
Functions related to the resolution of discrete-time Markov Decision Processes.
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更新时间 2015/1/20

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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 Chadès, Marie-Josée Cros, Frédérick Garcia, Régis Sabbadin of the Biometry and Artificial Intelligence Unit of INRA Toulouse (France).
Toolbox page: http://www.inra.fr/mia/T/MDPtoolbox

引用格式

Marie-Josee Cros (2024). Markov Decision Processes (MDP) Toolbox (https://www.mathworks.com/matlabcentral/fileexchange/25786-markov-decision-processes-mdp-toolbox), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2014b
兼容任何版本
平台兼容性
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类别
在 Help Center 和 MATLAB Answers 中查找有关 Markov Chain Models 的更多信息
致谢

启发作品: Betavol(x,R,fig)

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MDPtoolbox/

版本 已发布 发行说明
1.6

Add the possibility to download as a toolbox (.mltbx file).
1.5.0.0

Complete Other Requirements.
1.4.0.0

Mainly improve documentation (Jan. 2014)
1.3.0.0

Update the zip file !
1.2.0.0

The version 4.0 (October 2012) is entirely compatible with GNU Octave (version 3.6), the output of several functions: mdp_relative_value_iteration, mdp_value_iteration and mdp_eval_policy_iterative, were modified.

1.1.0.0

Add all authors names
1.0.0.0