Provided is a robot that includes: a first sensor having a first output and configured to sense state of a robot or an environment of the robot; a first hardware machine-learning accelerator coupled to the first output of the first sensor and configured to transform information sensed by the first sensor into a first latent-space representation; a second sensor having a second output and configured to sense state of the robot or the environment of the robot; a second hardware machine-learning accelerator configured to transform information sensed by the second sensor into a second latent-space representation; and a processor configured to control the robot based on both the first latent-space representation and the second latent-space representation.

Apparatuses, methods and systems for dynamically retrieving objects are disclosed herein. In one example, a retrieval apparatus is provided. The example retrieval apparatus comprises: at least one moveable arm mechanism configured to engage a surface of at least one of a plurality of objects; at least one sensing element configured to obtain sensor data describing locations and characteristics of the plurality of objects as the retrieval apparatus traverses an environment associated with the plurality of objects; and a controller component in electronic communication with the at least one arm mechanism and the at least one sensing element, wherein the controller component is configured to modify operational data based at least in part on the sensor data.

A safety system for allowing a robot having a controller and at least one movable member to be manually guided by a user includes a sensor module is disposed on a surface of the robot that comprises a user-interaction sensor that produces a sensing signal. The sensor module further includes a resilient member having an outer surface. A motion control module is adapted to move the robot through the controller according to a first threshold of the sensing signal. A safety module is adapted for stopping movement of the robot through the controller according to a second threshold of the sensing signal and represents a potential threat of harm to the user.

A vehicle transfer robot (10) of the present invention, disposed vertically on the ground, is formed to have four vertical frames (110) disposed at a predetermined distance apart from each other and formed to have a quadrangular frame, and a quadrangle by connecting the upper end parts of the four vertical frames (110), respectively, wherein the vehicle transfer robot (10) includes: a frame part (100) including an upper frame (120); a driving part (200) installed at each of the lower end parts of the vertical frames (110) for moving the frame part (100); and a carriage (300) installed in the frame part (100) for loading a vehicle.

Provided is a control device controlling a robot having a movable section to which a work section, performing work on a target object, is attached and which moves the work section. The control device includes a control section receiving an output from a distance measurement section measuring a distance between the target object and the work section and controlling the movable section in accordance with a plurality of settings including a first section and a second section and a reception section selectively receiving (a) the first setting in which, when the work section is being moved by the movable section based on an output from the distance measurement section, the control section stops moving the work section when the distance or a rate of a change of the distance falls outside a preset reference range and (b) the second setting in which, when the work section is being moved based on the output from the distance measurement section, the control device continues to move the work section not based on the output from the distance measurement section when the distance or the rate of change falls outside the reference range.

A parts fastening system using a cooperative robot that fastens a module part to a fastening target includes: a jig to load the module part at a predetermined position; a loading robot to grip the module part loaded on the jig, and to move and align the module part to a fastening area in which the module part is fastened to the fastening target; a fastening robot including a first camera, the fastening robot to fasten the module part to the fastening target; and a control device to control movements of the loading robot and the fastening robot.

A surgical robotic system including a surgical table, a surgical robotic manipulator coupled to the surgical table and comprising a plurality of links coupled together by a plurality of joints that are operable to move with respect to one another to move the surgical robotic manipulator, at least one of the plurality of links or the plurality of joints having a portion that faces another of the plurality of links or the plurality of joints, a proximity sensing assembly coupled to the portion of the at least one of the plurality of links or the plurality of joints, the proximity sensing assembly operable to detect an object prior to the surgical robotic manipulator colliding with the object and to output a corresponding detection signal, and a processor operable to receive the corresponding detecting signal and cause the manipulator or the object to engage in a collision avoidance operation.

An end effector for a robotic sanding system includes a sanding head including a sander configured to sand a surface of a workpiece. A motor is operatively coupled to the sander. The motor is configured to rotate the sander to sand the surface of the workpiece. The motor includes a first central longitudinal axis. A coupler is configured to removably secure the end effector to an attachment interface of an arm of the robotic sanding system. The coupler includes a second central longitudinal axis. The first central longitudinal axis is offset from the second central longitudinal axis. One or more sensors are coupled to the sanding head. The one or more sensors are configured to detect presence of a metal within the predefined range.

An automated system and method for construction and assembly of walls, floors and ceilings are disclosed. The automated system comprises at least one robotic arm, at least one material gripper tool, at least one sliding, rising and rotating system, and tongue-and-groove interconnection elements.

A proximity sensing autonomous robotic system and apparatus is provided. The robot includes one or more vision modules for viewing the environment for depth perception, object detection, object avoidance and temperature detection of objects. A proximity sensing skin is laminated on one or more parts of the robot. The proximity sensing skin includes a plurality of proximity sensors and mechanical stress sensors for collision avoidance, speed control and deceleration of motion near detected objects, and touch recognition. The proximity sensing skin may include conductive pads for contacting different materials in a composite part to inhibit galvanic corrosion. The robot includes an end effector to which different tools may be attached for performing different tasks. The end effector includes a mounting interface with connections for supplying power and hydraulic/pneumatic control of the tool. All wiring to the sensors and vision modules are routed internally within the robot.