control architecture. In addition, a dynamic motion planning strategy and autonomous modules in sampling tasks are designed …. Then, based on the system, two typical problems in sampling tasks, i.e. arm motion planning in unknown environment and … reduction and accuracy improvement in sampling tasks as the autonomous actions. Practical implications The proposed control …