Model Predictive Path Integral for Agile UAV Control with Online Collision Avoidance
The Geometric Model Predictive Path Integral (GMPPI) controller is introduced, capable of tracking agile trajectories and avoiding obstacles online by directly using depth sensor data and is a sampling-based predictive control method that considers nonlinear system dynamics and uses a proposed UAV-specific cost functio...