Markov Decision Processes (MDP) Toolbox

バージョン 1.6 (392 KB) 作成者: Marie-Josee Cros
Functions related to the resolution of discrete-time Markov Decision Processes.
5.0
(16)
ダウンロード: 15.2K
更新 2015/1/20

ライセンスの表示

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

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. 取得済み .

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作成: R2014b
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MDPtoolbox/

バージョン 公開済み リリース ノート
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