Decoupling stochastic optimal control problems for efficient solution: insights from experiments across a wide range of noise regimes

Mohamed Naveed Gul Mohamed, Suman Chakravorty, Dylan A. Shell

We consider the problem of robotic planning under uncertainty in this paper. This problem may be posed as a stochastic optimal control problem, a solution to which is fundamentally…