The Problem of CreditAssignment. Perceptron Learning Rule. Convergence Theorem. Learning by Gradient Following. Online learning.
原因探究、感应机学习规则、收敛定理。梯度跟随学习法、线上学习。
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In virtue of complex adaptive system theory (CAS), defining the rules set that builds strategies and making creditassignment, we acquire evolutionary and dynamic game model.
By using CMAC neural network based on creditassignment this algorithm is implemented, and conventional CMAC's online learning speed and its accuracy are improved at the same time.