We present a sampling-based control approach that can generate smooth actions for general nonlinear systems without external smoothing algorithms. Model Predictive Path Integral (MPPI) has been utilized in numerous robotic applications due to its appealing characteristics solve non-convex optimization problems. However, the stochastic nature of methods cause significant chattering resulting com...