Bowen Baker

Designing Neural Network Architectures using Reinforcement Learning

2016 · arXiv (Cornell University)

At present, designing convolutional neural network (CNN) architectures requires both human expertise and labor. New architectures are handcrafted by careful experimentation or modified from a handful of existing networks. We introduce MetaQNN, a meta-modeling algorithm …