Motion planning for autonomous robots and vehicles in presence of uncontrolled agents remains a challenging problem as the reactive behaviors must be considered. Since usually demonstrate multimodal behavior, motion planner needs to solve continuous under these behaviors, which contains discrete element. We propose branch Model Predictive Control (MPC) framework that plans over feedback policie...
