Before revision: We present an approach for approximately solving discrete-time stochastic optimal control problems by combining direct trajectory optimization, deterministic sampling, and policy optimization.
After revision: We present an approach for approximately solving discrete-time stochastic optimal-control problems by combining direct trajectory optimization, deterministic sampling, and policy optimization.