Description: The MDP toolbox proposes functions related to the resolution of discrete-time Markov Decision Process : finite horizon, value iteration, policy iteration, linear programming algorithms with some variants.
The functions (m-functions) were developped with MATLAB v6.0 (one of the functions requires the Mathworks Optimization Toolbox) by the decision team of the Biometry and Artificial Intelligence Unit of INRA Toulouse (France).
The version 2.0 (February 2005) handles sparse matrices and contains an example Platform: |
Size: 2437606 |
Author:劉德華 |
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Description: 实现马尔可夫决策过程模型的算法，该研究方向是当前热门的研究领域。-Markov Decision Process Model realize the algorithm, the research direction is currently a hot research field. Platform: |
Size: 8192 |
Author:周雪忠 |
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Description: The MDP toolbox proposes functions related to the resolution of discrete-time Markov Decision Process : finite horizon, value iteration, policy iteration, linear programming algorithms with some variants.
The functions (m-functions) were developped with MATLAB v6.0 (one of the functions requires the Mathworks Optimization Toolbox) by the decision team of the Biometry and Artificial Intelligence Unit of INRA Toulouse (France).
The version 2.0 (February 2005) handles sparse matrices and contains an example Platform: |
Size: 2437120 |
Author:劉德華 |
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Description: 马氏过程的应用很广， 机器人路径计划， 自动飞行器导航，多目标跟踪， 电梯计划， 网络交换和路由， 银行客户保有等等。-Application of Markov process is broad, robot path plan, automatic vehicle navigation, multi-target tracking, lift plans, network switching and routing, bank customers to maintain and so on. Platform: |
Size: 9216 |
Author:bocai |
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Description: 基于部分观察的马尔科夫决策过程，里面有示例，可以运行示例了解功能。-Partially observations based on the Markov decision-making process, there are examples of functional understanding can run the example. Platform: |
Size: 286720 |
Author:newland |
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Description: the book <<Simulation and Monte Carlo With applications in finance and MCMC >> about MONte carlo method applying to finance problem and markov chain and markov decision process. Platform: |
Size: 3390464 |
Author:胡桃 |
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Description: 基于部分观察的马尔科夫决策过程,是最新的版本。在linux环境下运行的c程序-Some observations based on Markov decision-making process, is the latest version. In the linux environment running c program Platform: |
Size: 509952 |
Author:eric |
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Description: 马尔科夫决策过程值迭代算法value iteration，策略迭代等函数代码，从国外网站下载，非常详细，有用。-Markov decision process value iteration algorithm value iteration, policy iteration and so the function code, from the foreign website, very detailed and useful. Platform: |
Size: 236544 |
Author:小小 |
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Description: 求解POMDP问题的一个重要方法，对策略空间进行简化-We propose a new approach to the problem
of searching a space of policies for a Markov
decision process (MDP) or a partially observable
Markov decision process (POMDP), given
a model. Platform: |
Size: 111616 |
Author:周小光 |
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Description: Paper on the optimality of a non-stationary value iteration adaptive policy for a Partially Observed Markov Decision Proce-Paper on the optimality of a non-stationary value iteration adaptive policy for a Partially Observed Markov Decision Process Platform: |
Size: 1529856 |
Author:elsk |
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Description: 马氏过程的应用很广， 机器人路径计划， 自动飞行器导航，多目标跟踪， 电梯计划， 网络交换和路由， 银行客户保有等等。-Application of Markov process is broad, robot path plan, automatic vehicle navigation, multi-target tracking, lift plans, network switching and routing, bank customers to maintain and so on. Platform: |
Size: 9216 |
Author:凝聚了 |
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Description: 本书从简单的例子开始 ,介绍了马尔可夫决策过程的基本概念、决策过程以及一些常用 的基本理论 .还介绍了多种最优准则 , 包括有限阶段准则、折扣准则、平均准则、权重报酬准 则、概率准则等 .从模型角度考虑了有限状态空间、可数状态空间和一般 Borel 状态空间 从 决策时间上来说 , 考虑了离散时间、连续时间和半马氏决策时刻问题 .本文还介绍了大量的应 用实例以及建模方法 .本书可作为高年级大学生和研究生教材 , 也可作为运筹学、管理科学、 信息科学、系统科学以及计算机科学和工程领域的学者和技术人员的参考书 .
-From the simple example of this book introduces the basic concepts of Markov decision processes, and decision-making process as well as some common basic theory also describes the various optimal criteria, including criteria for limited stage, discounted, average criteria weights remuneration The guidelines, such as the probability criterion from the point of view of the finite state model space countable state space and general Borel state space from the decision-making time, consider a discrete-time, continuous-time and half-time Markov decision problem this article describes. a large number of application examples and modeling methods. book can serve as senior undergraduate and graduate teaching, but also as research, reference management science, information science, system science, and academics and technical staff in computer science and engineering fields. Platform: |
Size: 1283072 |
Author:何鹏飞 |
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Description: 马尔可夫决策过程的例程，使用matlab实现(The example of Markov's decision-making process is implemented using MATLAB) Platform: |
Size: 8192 |
Author:jiang123aa |
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