Department of Computer Science, Stanford University, Stanford, CA 94305; School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA 30332
Ioannis Exarchos, Marcus A Pereira, Ziyi Wang, Evangelos Theodorou
deep neural networks;nested optimization;stochastic control;deep FBSDEs
NOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-end Learning and Control