most citedNOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control

3 citations · 3 across the 2 of their papers we have counts for

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eess.SY2021

Deep Stochastic Optimal Control Policies for Planetary Soft-landing

Marcus A. Pereira, Camilo A. Duarte, Ioannis Exarchos +1

In this paper, we introduce a novel deep learning based solution to the Powered-Descent Guidance (PDG) problem, grounded in principles of nonlinear Stochastic Optimal Control (SOC)…