Trajectory-Regularized Stochastic Optimal Control via KL Divergence

Mintae Kim, Koushil Sreenath

We introduce trajectory-regularized stochastic optimal control (TRSOC), which augments standard stochastic optimal control (SOC) with a Kullback--Leibler (KL) divergence between co…