Task Assignment and Motion Planning for Bi-Manual Mobile Manipulation
Shantanu Thakar, Ariyan M. Kabir, Prahar M. Bhatt, Rishi K. Malhan, Pradeep S. Rajendran, Brual C. Shah, Satyandra K. Gupta · 2019
We present a two-layered architecture for task-agent assignment and motion planning of Bi-manual Mobile manipulators for executing complex tasks. We use search trees in temporal windows to determine feasible task assignments of agents using task and spatial constraint-based heuristics. We also introduce a caching scheme for moving between different trees so as to avoid re-planning of those portions of the robot motion that were successful. This greatly reduces the number of calls to the motion planner as compared to direct motion planning after task-agent assignment. We have shown our approach works on a set of complex tasks with significantly lower computation times.