Abstract: Methods and apparatus for determining a grasp strategy to grasp an object with a gripper of a robotic device are described. The method comprises generating a set of grasp candidates to grasp a target object, wherein each of the grasp candidates includes information about a gripper placement relative to the target object, determining, for each of the grasp candidates in the set, a grasp quality, wherein the grasp quality is determined using a physical-interaction model including one or more forces between the target object and the gripper located at the gripper placement for the respective grasp candidate, selecting, based at least in part on the determined grasp qualities, one of the grasp candidates, and controlling the robotic device to attempt to grasp the target object using the selected grasp candidate.

Abstract: A method of estimating one or more mass characteristics of a payload manipulated by a robot includes moving the payload using the robot, determining one or more accelerations of the payload while the payload is in motion, sensing, using one or more sensors of the robot, a wrench applied to the payload while the payload is in motion, and estimating the one or more mass characteristics of the payload based, at least in part, on the determined accelerations and the sensed wrench.

Abstract: A method for a multi-body controller receives steering commands for a robot to perform a given task. The robot includes an inverted pendulum body, a plurality of joints, an arm coupled to the inverted pendulum body, a leg coupled to the inverted pendulum body, and a drive wheel rotatably coupled to the leg. With the steering commands, the method generates a wheel torque and a wheel axle force to perform the given task. The method includes receiving movement constraints for the robot and manipulation inputs configured to manipulate the arm to perform the given task. For each joint, the method generates a corresponding joint torque having an angular momentum where the joint torque satisfies the movement constraints based on the manipulation inputs, the wheel torque, and the wheel axle force. The method further includes controlling the robot to perform the given task using the joint torques.