Model Predictive Path Integral Control Framework for Partially Observable Navigation: A Quadrotor Case Study

Ihab S. Mohamed, Guillaume Allibert, Philippe Martinet

Recently, Model Predictive Path Integral (MPPI) control algorithm has been extensively applied to autonomous navigation tasks, where the cost map is mostly assumed to be known and…