Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages

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Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages

机译：建模为概率规则语言生成器的无限地平线可部分观察的决策过程的最优控制

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《International Journal of Control》 |2010年第3期|p.457-483|共27页
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正文语种 eng
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关键词
POMDP; formal language theory; partial observation; language measure; discrete event systems;

机译：POMDP;形式语言理论;部分观察;语言措施;离散事件系统;

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专利

1. Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages [J] . Ishanu Chattopadhyay, Asok Ray International Journal of Control . 2010,第3期

机译：无限水平可部分观察的决策过程的最优控制，其建模为概率规则语言的生成器
2. Optimum inspection and maintenance policies for corroded structures using partially observable Markov decision processes and stochastic, physically based models [J] . K.G. Papakonstantinou, M. Shinozuka Probabilistic engineering mechanics . 2014,第jula期

机译：使用部分可观察的马尔可夫决策过程和基于物理的随机模型对腐蚀结构进行最佳检查和维护，
3. A nonlinear programming model for partially observable Markov decision processes: Finite horizon case [J] . Yasemin Serin European Journal of Operational Research . 1995,第3期

机译：局部可观马尔可夫决策过程的非线性规划模型：有限地平线案例
4. On the Undecidability of Probabilistic Planning and Infinite-Horizon Partially Observable Markov Decision Problems [C] . Omid Madani, Steve Hanks, Anne Condon National conference on artificial intelligence . 1999

机译：论概率规划和无限视野部分观察到的马尔可夫决策问题的不可逃号
5. Modern Methods of Hidden Markov Models and Partially Observable Markov Decision Processes in Biostatistics [D] . Xu, Zekun. 2020

机译：隐藏马尔可夫模型的现代方法和止痛性的部分可观察马尔可夫决策过程
6. Decision Making Under Uncertainty: A Neural Model Based on Partially Observable Markov Decision Processes [O] . Rajesh P. N. Rao 2010

机译：不确定性下的决策：基于部分可观察的马尔可夫决策过程的神经模型
7. Optimal Control of Infinite Horizon Partially Observable Decision Processes Modeled As Generators of Probabilistic Regular Languages [O] . Chattopadhyay, Ishanu, Ray, Asok 2009

机译：无限地平线部分可观测决策的最优控制作为概率正则语言的生成者建模的过程
8. Partially Observable Markov Decision Processes over an Infinite Planning Horizon with Discounting. [R] . wollmer,richard d. 1976

机译：具有贴现性的无限规划期间的部分可观察马尔可夫决策过程。

Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages

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