A method of assembling a portion of a robot, including, providing a robot arm having an exterior surface and providing a tendon retaining element, having a first half having a first major surface, defining open channels and a second half having a second major surface. Then, placing a tendon in each of the open channels of the first half and placing the second major surface on the first major surface, thereby creating a set of closed channels each having a tendon passing therethrough and creating a finished tendon retaining element. Finally, attaching the finished tendon retaining element about the exterior surface of the robot arm, so that the tendons extend along the length of the robot arm.

Disclosed are various embodiments for a recirculating gantry system operating in parallel with multiple actuators on one or more gantries. A plurality of items are retrieved from a plurality of picking locations via a plurality of actuators disposed on a gantry spanning the picking locations. The gantry is moved along a horizontal track toward a plurality of stowage locations. The gantry is centered on the horizontal track. Individual items are deposited in respective ones of the stowage locations via the plurality of actuators as the gantry moves over the stowage locations.

A robot hand controlling method executes calculating a position and changing grip force when the grip force for gripping a work W is to be changed in a state that fingers are gripping the work W with first grip force. In the calculating the position, the hand controlling unit uses a correlation value indicating a relationship between the grip force of the fingers and position of fixing portions, the first grip force, and second grip force that is a target value of the grip force to calculate the position of the fixing portions in gripping the work W with the second grip force. In the changing the grip force, the hand controlling unit drives a motor by calculating a driving quantity of the motor necessary for moving the fingers to the calculated position of the fixing portions.

A surgical system uses a single entry port in a wide variety of surgeries. To insert multiple surgical instruments into a patient through a single entry port requires that the shaft of at least one of the surgical instruments be bent between the base of the surgical instrument and the point where the shaft contacts a channel in an entry guide. Each surgical instrument is positioned by an instrument manipulator positioning system so that when the shaft is inserted in a channel of the entry guide, any bending of the shaft does not damage the surgical instrument and does not inhibit proper operation of the surgical instrument.

Deep machine learning methods and apparatus related to manipulation of an object by an end effector of a robot. Some implementations relate to training a semantic grasping model to predict a measure that indicates whether motion data for an end effector of a robot will result in a successful grasp of an object; and to predict an additional measure that indicates whether the object has desired semantic feature(s). Some implementations are directed to utilization of the trained semantic grasping model to servo a grasping end effector of a robot to achieve a successful grasp of an object having desired semantic feature(s).

A method of assembling a portion of a robot, including, providing a robot arm having an exterior surface and providing a tendon retaining element, having a first half having a first major surface, defining open channels and a second half having a second major surface. Then, placing a tendon in each of the open channels of the first half and placing the second major surface on the first major surface, thereby creating a set of closed channels each having a tendon passing therethrough and creating a finished tendon retaining element. Finally, attaching the finished tendon retaining element about the exterior surface of the robot arm, so that the tendons extend along the length of the robot arm.

A tendon-driven robotic gripper is disclosed for performing fingertip and enveloping grasps. One embodiment comprises two fingers, each with two links, and is actuated using a single active tendon. During unobstructed closing, the distal links remain parallel, creating exact fingertip grasps. Conversely, if the proximal links are stopped by contact with an object, the distal links start flexing, creating a stable enveloping grasp. The route of the active tendon and the parameters of the springs providing passive extension forces are optimized in order to achieve this behavior. An additional passive tendon is disclosed that may be used as a constraint preventing the gripper from entering undesirable parts of the joint workspace. A method for optimizing the dimensions of the links in order to achieve enveloping grasps of a large range of objects is disclosed and applied to a set of common household objects.

Deep machine learning methods and apparatus related to manipulation of an object by an end effector of a robot. Some implementations relate to training a semantic grasping model to predict a measure that indicates whether motion data for an end effector of a robot will result in a successful grasp of an object; and to predict an additional measure that indicates whether the object has desired semantic feature(s). Some implementations are directed to utilization of the trained semantic grasping model to servo a grasping end effector of a robot to achieve a successful grasp of an object having desired semantic feature(s).

A surgical tool includes a tool shaft, and end effector and a wrist that couples the end effector to the tool shaft. The tool includes a drive mechanism configured to effect movement of one or both of the wrist and the end effector in yaw and pitch via independent actuation of four independent cable ends of two or more independent cables that extend between the drive mechanism and the wrist.

An integrated multiaxial wrist and grasper system for use in a robotic tool can yaw, pitch and grasp via actuation of four independent cable ends of four cables. The tool includes a drive mechanism that effects movement of the multiaxial wrist and grasper via actuation of the cables that extend between the drive mechanism and the wrist.