Uncertainty Guided Exploratory Trajectory Optimization for Sampling-Based Model Predictive Control

O. Goktug Poyrazoglu, Yukang Cao, Rahul Moorthy +1

Trajectory optimization depends heavily on initialization. In particular, sampling-based approaches are highly sensitive to initial solutions, and limited exploration frequently le…