Self-Motivated Growing Neural Network for Adaptive Architecture via Local Structural Plasticity

Yiyang Jia, Chengxu Zhou

Control policies are often implemented with fixed-capacity multilayer perceptrons trained by backpropagation, which require architecture selection in advance and cannot adapt their…