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Recently, the introduction of CT (Culture Technology) in the intelligence system was forming a new paradigm. Among these, research on musical fountain is still in the basic research phase has been started. Musical fountain System is required scenario to control the music and nozzle of fountain. In generally, these musical fountain scenarios created by the experts. So musical fountain need too much...
We propose a new classification algorithm, variance considered machine (VCM), by modifying optimal hyperplanes of the support vector machine (SVM). The SVM is a good method to calculate a slope of optimal hyperplanes with maximal margin. However, this algorithm neglects to consider variances and prior probabilities of the data. It can increase probabilities of error. To solve this problem, the VCM...
In swarm robot systems, each robot must behaves by itself according to the its states and environments, and if necessary, must cooperates with other robots in order to carry out a given task. Therefore it is essential that each robot has both learning and evolution ability to adapt the dynamic environments. In this paper, reinforcement learning method with SVM based on structural risk minimization...
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