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pomdp-solve-v4.0.tar.gz
- 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.
policygradientlibrary
- pomdp中关于策略梯度的matlab代码实现，非常详细。-pomdp on strategies to achieve gradient matlab code, very detailed.
greedySensing
- 在认知网络的MAC层设计中所用的可观察马尔科夫过程应用程序-applicated programme of POMDP on the MAC layer design in cognitive radio networks
greedySensingImperfect
- 用于认知网络中贪婪策略的部分可观察马尔科夫模型-POMDP model which is applied to greedy scheme in cognitive radio networks
POMDP
- Decentralized Cognitive MAC for Opportunistic Spectrum Access in Ad Hoc Networks A POMDP Framework
policy-gradient-algorithms
- 关于策略梯度policy gradient 的一篇重要的博士论文，是一个澳大利亚的博士学位论文，对于研究pomdp及其策略梯度解法的人应该有帮助吧-Gradient on the strategy of an important policy gradient doctoral dissertation, is an Australian PhD thesis, and its strategy for research pomdp gradient solution should be to
pomdp1
- 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.
10.1.1.69.3645
- 基于Monte Carlo法的求解POMDP问题，很有创新性，值得-Monte Carlo POMDPs
10.1.1.72.9217
- 采用对策略空间随机取点的方法对该POMDP问题进行求解-Perseus: Randomized Point-based Value Iteration for POMDPs
10.1.1.61.2009
- 对pomdp的求解算法进行了详细分析，可以实现，对于想学习POMDP理论的人，是很好的材料-The solution algorithm for pomdp a detailed analysis can be achieved, for people who want to learn POMDP theory, is a good material
1107.0053v1
- 对POMDP信念空间进行压缩，加速求解流程，值得学习-POMDP belief space of the compression, acceleration solution process, it is worth learning
Decentralized
- 介绍关于认知无线电机会频谱接入中，基于POMDP的实现认知用户吞吐量最大的一种算法，主要是在自组网环境中。-Introduction of cognitive radio spectrum access opportunities, the POMDP-based implementation of a cognitive user maximum throughput algorithm, mainly in the ad hoc network environment.
Optimal-Cost-and-Policy-for-POMDP
- Optimal Cost and policy for a Markov replacement problem with partial observations
HMMtoolbox
- 此工具箱支持推理和学习HMM模型,拥有的算法有离散输出（DHMM），高斯输出（GHMM），或其混合物的高斯输出（mhmm）。-Hidden Markov Model (HMM) Toolbox for Matlab，This toolbox supports inference and learning for HMMs with discrete outputs (dhmm s), Gaussian outputs (ghmm s), or mixtures of Gaussians outp
POMDPSolver
- POMDP求解算法的实验平台，提供了多个基于点的算法，基于java实现，eclipse平台下运行。-an Java implementation arranged as an Eclipse package, of most of the point-based algorithms for solving POMDPs.
Optimal Cost and Policy for a Markovian Replacement Problem
- Partially Observable Markov decision model for a replacement/inventory problem. Cost is solved in closed form.
greedySensingImperfect
- 用于认知网络中贪婪策略的部分可观察马尔科夫模型-POMDP model which is applied to greedy scheme in cognitive radio networks
greedySensingImperfect
- 用于认知网络中贪婪策略的部分可观察马尔科夫模型-POMDP model which is applied to greedy scheme in cognitive radio networks
POMDP代码资料
- 用于pomdp的蒙特卡罗仿真程序，实验结果表明有效用于路径规划，无人车导航(code to compute the POMDP in Matlab)
pomdp-solve-5.4.tar
- 解决POMDP问题的程序，包含基本各种算法和各种实验环境。(Solve the POMDP problem, including the basic algorithm and a variety of experimental environment.)