We propose a representation and a planning algorithm able to deal with problems integrating task planning as well as motion and manipulation planning knowledge involving several robots and objects. Robot plans often include actions where the robot has to place itself in some position in order to perform some other action or to “modify” the configuration of its environment by displacing objects. Our approach aims at establishing a bridge between task planning and manipulation planning that allows a rigorous treatment of geometric preconditions and effects of robot actions in realistic environments. We show how links can be established between a symbolic description and its geometric counterpart and how they can be used in an integrated planning process that is able to deal with intricate symbolic and geometric constraints. Finally, we describe the main features of an implemented planner and discuss several examples of its use.

We propose an original approach to integrate symbolic task planning and geometric motion and manipulation planning. We focus more particularly on one key aspect: the relation between the symbolic positions and their geometric counterparts. Indeed, we have developed an instantiation process that is able to propagate incrementally task-dependent as well as 3D environment-dependent constraints and to guide efficiently the search until valid geometric configurations are found that satisfy the plan at both levels. The overall process is discussed and illustrated through an implemented example.

No abstract

This paper presents a work toward the old dream of the housekeeping robot. One humanoid robot will cooperate with the user to cook simple dishes. The system will combine predefined tasks and dialogues to find a plan in which both robot and user help each other in the kitchen.The kitchen problem allows the demonstration of a large variety of actions, and then the necessity to find and to plan those actions. With this problem the task planner can be fully used to enhance the robot reasoning capacity. Furthermore the robot must also use motion planning to have general procedures to cope with the action planned.We will focus on the planning problems and the interactions of these two planning methods.