Experiential Robot Learning with Accelerated Neuroevolution

Ahmed Aly, Joanne B. Dugan

Derivative-based optimization techniques such as Stochastic Gradient Descent has been wildly successful in training deep neural networks. However, it has constraints such as end-to…