Wenbin Wan

DBaS-Log-MPPI: Efficient and Safe Trajectory Optimization via Barrier States

Optimizing trajectory costs for nonlinear control systems remains a significant challenge. Model Predictive Control (MPC), particularly sampling-based approaches such as the Model Predictive Path Integral (MPPI) method, has recently demonstrated considerable success by leveraging parallel computing