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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
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
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.
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.)