Anas Abdelkarim

Barrier Method for Inequality Constrained Factor Graph Optimization with Application to Model Predictive Control

Factor graphs have demonstrated remarkable efficiency for robotic perception tasks, particularly in localization and mapping applications. However, their application to optimal control problems---especially Model Predictive Control (MPC)---has remained limited due to fundamental challenges in constr…