A method includes determining, for a robotic device that comprises a perception system, a robot planner state representing at least one future path for the robotic device in an environment. The method also includes determining a perception system trajectory by inputting at least the robot planner state into a machine learning model trained based on training data comprising at least a plurality of robot planner states corresponding to a plurality of operator-directed perception system trajectories. The method further includes controlling, by the robotic device, the perception system to move through the determined perception system trajectory.

An image based opto-electronic encoder for a joint, the encoder having a reading head for the first part of the joint and an optical system, comprising a ball lens for the second part of the joint. The ball lens has a front surface transparent for measuring light and an at least partially reflective, structured back surface. The ball lens has -with respect to the measuring light- a refractive index of at least approximately two or an equal radially varying refractive index, such that a bundle of measuring light rays reflected inside the ball lens from a point of the back surface of the ball lens forms at least approximately a parallel bundle after getting refracted at the front surface of the ball lens. The reading head and the ball lens are rotatable relative to each other in at least two degrees of freedom.

Automated (e.g., robotic) mail tagging, traying, sleeving, and palletizing devices are disclosed. A monitoring system is also disclosed. In embodiments, the monitoring system is configured to operate with (e.g., monitor and/or control) one or more of the automated devices disclosed herein to facilitate actual physical mail matches the digital files provided to the USPS for postage discounts received on same mail. By comparing the digital information regarding the mail item identifier, the tray identifier, and the pallet identifier with the stored physical information received from the one or more scanners; and identifying whether or not any discrepancies exist between the digital information regarding the mail item identifier, the tray identifier, and the pallet identifier and the stored physical information received from the one or more scanners users can ensure actual physical mail matches the digital files submitted to USPS for postage discounts of same mail.

An augmented reality (AR) system for production-tuning of parameters for a visual tracking robotic picking system. The robotic picking system includes one or more robots configured to pick randomly-placed and randomly-oriented parts off a conveyor belt and place the parts in an available position, either on a second moving conveyor belt or on a stationary device such as a pallet. A visual tracking system identifies position and orientation of the parts on the feed conveyor. The AR system allows picking system tuning parameters including upstream, discard and downstream boundary locations to be visualized and controlled, real-time robot pick/place operations to be viewed with virtual boundaries, and system performance parameters such as part throughput rate and part allocation by robot to be viewed. The AR system also allows virtual parts to be used in simulations, either instead of or in addition to real parts.

A modular movable robot including a main body, a traveling unit mounted on a lower end of the main body, a module coupling plate which is mounted on an upper end of the main body and on which an object to be transferred is disposed on a top surface thereof, a port module coupled to the top surface of the module coupling plate to fix the object to be transferred, the port module being configured to provide module information to the module coupling plate, a body display unit extending from one end of the module coupling plate, a head display unit rotatably mounted on an upper end of the body display unit, and a control unit configured to receive the module information from the module coupling plate to control at least one of the body display unit or the head display unit on the basis of the received information.

A deformable sensor is provided. The deformable sensor comprises a deformable member defining an enclosure that is configured to be filled with a medium, a mechanical component disposed within the enclosure, and an optical sensor coupled to the mechanical component positioned with the enclosure. In embodiments, the mechanical component is configured to rotate at least from a first position to a second position, and the optical sensor is configured to capture first portion data associated with a first portion of the deformable member at the first position and second portion data associated with a second portion of the deformable member at the second position.

A transfer device is provided for shuttling an NMR sample container between at least two coaxially arranged NMR magnet systems of an NMR spectrometer comprising a guide tube positioned in a central bore of the magnet systems, a shuttle assembly arranged inside the guide tube for securely holding and shuttling the sample container and a drive system comprising a pulling drive and a winch cord attached to the drive system on one side and to the shuttle assembly on the other side, such that the shuttle assembly can travel inside the guide tube. The transfer device has a pneumatic pressurizing arrangement with an entry for pressurized gas arranged on a gas-tight body above the shuttle assembly that is adapted to maintain the winch cord under tension. The shuttle assembly comprises a piston design being moveable along the common axis of the coaxial magnet systems under the influence of the pressure.

A robotic haptic stimulator comprises a robotic mount which is configured to move a haptic stimulation device. The robotic mount can preferably move the haptic stimulation device in three-dimensional space. Movement in the x, y and/or z directions may be independently controlled and may be referenced to a designated point or position that may be associated with the human body. Lidar may be used to obtain information regarding the location/distance of one or more parts of a user for use in controlling the position of the haptic stimulation device. Movement of the haptic stimulation device may emulate movement of other objects and/or be synchronized to video or sound.

A sensor positioning system, includes an actuation server for communicating with components of the sensor positioning system. The sensor positioning system additionally includes a first actuation system and a second actuation system, wherein each actuation system includes a pulley system for maneuvering an underwater sensor system. The sensor positioning system includes a dual point attachment bracket that connects through a first line to the first actuation system and connecting through a second line to the second actuation system. The underwater sensor system is affixed to the first pulley system, the second pulley system, and the dual attachment bracket through the first line and the second line.

Disclosed are soft origami actuators with embedded optical waveguides and underwater manipulator applications.