Abstract: A method of responsive robot path planning implemented in a robot controller, including: providing a plurality of potential motion paths of a robot manipulator, wherein the potential motion paths are functionally equivalent with regard to at least one initial or final condition, a transportation task and/or a workpiece processing task; causing an operator interface to visualize the potential motion paths, wherein the operator interface is associated with an operator sharing a workspace with the robot manipulator; obtaining operator behavior during the visualization; and selecting at least one preferred motion path based on the operator behavior. A method in an operator interface, including obtaining from a robot controller a plurality of potential motion paths of the robot manipulator; visualizing the potential motion paths; sensing operator behavior during the visualization; and making the operator behavior available to the robot controller.

Abstract: A method of handling safety of an industrial robot in a workspace, the method including providing a geometric region by a monitoring system, where the geometric region is defined in relation to the industrial robot and/or in relation to the workspace, and where the geometric region is associated with at least one condition for being fulfilled by the industrial robot; communicating the geometric region from the monitoring system to a robot control system of the industrial robot; determining a movement of the industrial robot by the robot control system based on the geometric region and the at least one condition; executing the movement by the industrial robot; and monitoring, by the monitoring system, the execution of the movement with respect to the geometric region and the at least one condition.

Abstract: A method for trajectory planning in a robotic system comprising at least two robotic units includes a state vector of each robotic unit, which comprises position components and velocity components and is variable with time and independently from input into every other robotic unit. A trajectory defines the motion of said robotic units from an initial state to a final state and is determined by finding the trajectory that minimizes a predetermined cost function. The cost function is set to be a function of the state vectors of all robotic units, and is minimized under a constraint which defines a vector difference between at least the position components of the state vectors of said robotic units at an instant of said trajectory.

Abstract: A method for controlling displacement of a robot from an initial pose to a target pose includes providing a movement command, which specifies at least the target pose and an nominal path to be followed from the initial pose to the target pose; associating with the command an allowed deviation from the nominal path; identifying a real path that deviates from the nominal path by no more than the allowed deviation; and controlling the robot to move along said real path.

Abstract: A method of programming an industrial robot includes: providing the robot, the robot having a robot arm with an end-effector mounted thereto which is controlled by a robot control unit to manipulate a workpiece which is arranged in a workplace of the robot; associating a target coordinate system with the workplace; taking an image of the workplace and the workpiece by an image capturing device; transmitting the image to a computing device having a human-machine-interface to generate control code for controlling the robot, which is transmitted to the robot control unit; capturing an image of the workplace and the workpiece to be manipulated by the robot; transferring the captured image to the computing device and displaying the captured image on a display associated with the computing device; and displaying the workpiece on the display; marking the workpiece with a marker-object on the display.

Abstract: A robot system includes a robot, the robot including a base and an end effector that is movable relative to the base; and a processing target, the processing target being approachable by the end effector along at least one preferred direction; wherein the processing target is mounted movably relative to the base at least temporarily and at least in the preferred direction.

Abstract: A system and method for testing the padding of a robotic manipulator includes at least one sensor; a processing unit; and an output unit. The at least one sensor is configured to acquire sensor data of a robotic manipulator. The at least one sensor is configured to provide the sensor data to the processing unit. The processing unit is configured to determine information relating to padding applied to the robotic manipulator, wherein the determination comprises a comparison of the sensor data with reference data. The output unit is configured to output the information relating to the padding applied to the robotic manipulator.

Abstract: A robot application development system and method includes a robot application unit that determines a robot application, which defines the industrial robot in a robot workspace. An input interface receives robot application information. An object data interface receives work piece information. A gripper finger design unit determines a gripper finger design. The robot application unit determines the robot application using the robot application information. The gripper finger design unit determines the gripper finger design using the work piece information and the robot application information.

Abstract: A method for estimating a wrench acting on a reference point of a robot includes the steps of: a) measuring at least one component, but not all components, of the wrench; and b) estimating non-measured components of the wrench based on a dynamical model of the robot while taking into account the measured components.

Abstract: A method for applying machine learning to an application includes: a) generating a set of candidate parameters by a learner; b) executing a program in at least one simulated application based on the set of candidate parameters and providing interim results of tested sets of candidate parameters based on a measured performance information of the execution of the program; c) collecting a predetermined number of interim results and providing an end result based on a combination of the candidate parameters and the measured performance information by a trainer; and d) generating a new set of candidate parameters by the learner based on the end result for execution by the unchanged program.

Abstract: A method for applying machine learning to an application includes: a) generating a candidate policy by a learner; b) executing a program in at least one simulated application based on a set of candidate parameters provided based on the candidate policy and a state of the at least one simulated application, execution of the program providing interim results of tested sets of candidate parameters based on a measured performance information of the execution of the program; c) collecting a predetermined number of interim results and providing an end result based on a combination of the candidate parameters and/or the state with the measured performances information by a trainer; and d) generating a new candidate policy by the learner based on the end result.

Abstract: A method for estimating a wrench acting on a reference point of a robot includes the steps of: a) measuring at least one component, but not all components, of the wrench; and b) estimating non-measured components of the wrench based on a dynamical model of the robot while taking into account the measured components.

Abstract: A method of programming an industrial robot includes: providing the robot, the robot having a robot arm with an end-effector mounted thereto which is controlled by a robot control unit to manipulate a workpiece which is arranged in a workplace of the robot; associating a target coordinate system with the workplace; taking an image of the workplace and the workpiece by an image capturing device; transmitting the image to a computing device having a human-machine-interface to generate control code for controlling the robot, which is transmitted to the robot control unit; capturing an image of the workplace and the workpiece to be manipulated by the robot; transferring the captured image to the computing device and displaying the captured image on a display associated with the computing device; and displaying the workpiece on the display; marking the workpiece with a marker-object on the display.