Abstract: Disclosed are systems and methods for automatic infusion of concentrate and distillate material into cigarettes or other containers. In one embodiment, a thermally-controlled infusion system is provided. The system can maintain a selected temperature of the concentrate material throughout the infusion process, using a two-stage approach. In a first stage, the concentrate material is pressure-fed to a dosing chamber. In the second stage, the concentrate material is pumped into an insertion cannula and into a cigarette or container. A revolver houses the cigarettes or containers and vertically transitions them to an insertion position, where the insertion cannula can infuse the cigarettes or containers.

Abstract: Various embodiments of an apparatus, methods, systems and computer program products described herein are directed to an agricultural observation and treatment system and method of operation. The system uses a pump in combination with a fluid regulator to obtain and disperse fluid from the fluid tanks. The fluid regulator includes a fluid input port, a fluid output port and a fluid control valve. A first tube fluidly coupled from the fluid pump to the fluid input port. The system includes a moveable treatment head having one or more spraying tips, including a first spraying tip. A second tube is fluidly coupled from the fluid output port to the moveable treatment head. A system includes a controller configured to provide to the fluid regulator to open and close the fluid control valve to release an amount of the first fluid.

Abstract: In some examples, an autonomous robotic welding system comprises a workspace including a part having a seam, a sensor configured to capture multiple images within the workspace, a robot configured to lay weld along the seam, and a controller. The controller is configured to identify the seam on the part in the workspace based on the multiple images, plan a path for the robot to follow when welding the seam, the path including multiple different configurations of the robot, and instruct the robot to weld the seam according to the planned path.

Abstract: A method includes: synchronously calculating offsets of a first mechanical arm, a second mechanical arm and an endoscopy mechanical arm corresponding to a change of posture of the surgical bed when the change of posture of the surgical bed is detected in real time; calculating target joint readings of each of the first mechanical arm, the second mechanical arm and the endoscopy mechanical arm based on the offsets; adjusting in real time the first mechanical arm, the second mechanical arm and the endoscopy mechanical arm, based on the calculated target joint readings. The method acquires the joint readings of the mechanical arm of the surgical robot with information about a change of posture of the surgical bed so as to achieve the purpose of synchronizing the mechanical arm with the change of posture of the surgical bed.

Abstract: Wearable actuator systems are disclosed herein. The wearable actuator system may include an active layer comprising a plurality of actuators, each actuator having a deformable shell that defines an enclosed internal cavity, a fluid dielectric contained within the enclosed internal cavity, a first electrode disposed over a first side of the enclosed internal cavity, and a second electrode disposed over a second side of the enclosed internal cavity.

Abstract: A robotic system coordinates collision-free self-storage of a robot. The robotic system initiates and performs a controlled collapse of the robot into a pre-defined compact geometry that permits self-storage in a confined, compact area when not in use. The system also coordinates collision-free self-deployments of the robot into a deployed geometry suitable for performing autonomous tasks outside of the compact storage area. The system includes a collapsible robot configured to extend and retract at least one robotic arm to perform tasks above a worksurface, a powered docking station positioned below the worksurface and including a power source interface to electrically couple the collapsible robot to a power source, and control circuitry for coordinating movements of the collapsible robot-such as collision-free self-collapse, collision-free self-deployments, and collision-free ingress and egress of the robot into and out of the compact storage area.

Abstract: An automated robotic depalletizing system includes at least one robot for transferring inventory that arrives on a pallet to different storage locations within a warehouse. The robot may perform the automated depalletizing by moving to the pallet having a stacked arrangement of a plurality of objects, identifying, via a sensor, a topmost object of the plurality of objects, aligning a retriever with the topmost object, engaging the topmost object with the retriever, and transferring the topmost object from the pallet to the robot by actuating the retriever. The automated depalletizing may also be performed via coordinated operations of two or more robots. For instance, a first robot may retrieve objects from the pallet, and a second set of one or more robots may be used to transfer the retrieved objects into storage.

Abstract: A parsing system includes an imaging device and one or more processors. The imaging device may capture visual instructions displayed on a monitor. The one or more processors may be configured to receive, from the imaging device, the captured visual instructions, generate functions for a robot to perform based on the captured visual instructions, and transmit, to a robot, the functions to perform.

Abstract: A storage system configured to house a plurality of containers housing inventory items includes support members, a first set of parallel rails to support a mobile, manipulator robot, and a fluid supply line having a plurality of valves disposed within the fluid supply line. Each of the valves having a closed condition in which the supply line is in fluid isolation from an outside environment and an open condition in which the supply line is in fluid communication with the environment such that the supply line is configured to supply fluid to a mobile, manipulator robot. Mobile, manipulator robots for retrieving inventory items stored within the containers and retrieval methods are also disclosed herein.

Abstract: A system, apparatus and method for automatic environmental data collection and analysis are provided, including a server comprising: a processor and a communication interface, the processor configured to: receive, using the communication interface, a geographic survey request from a first computing device; translate the geographic survey request into mission data for collecting geographic survey data; transmit, using the communication interface, the mission data to a second computing device associated with a geographic survey entity; receive, using the communication interface, the geographic survey data collected by the geographic survey entity using the mission data; analyze the geographic survey data to generate processed geographic survey data; and, transmit, using the communication interface, the processed geographic survey data to the first computing device.

Abstract: Systems and methods for monitoring a self-driving vehicle are presented. The system comprises a camera, a processor, a communications transceiver, a computer-readable medium, and a display device. The processor can be configured to receive an image of a self-driving vehicle from the camera, and vehicle information from the self-driving vehicle. A graphic comprising the image of the self-driving vehicle and a visual representation of the vehicle information is then displayed on the display device. The vehicle information may comprise any or all of vehicle-status information, vehicle-mission information, vehicle-metric information, and vehicle-environment information.

Abstract: There is described a system for translating clock domain for non-synchronized sensors comprising a first sensor, a second sensor, and an upstream device. The first and second sensors receive a beacon from a tag. Each sensor transmits a report including a beacon receive time in a sensor clock domain. The upstream device receives the reports and translates beacon receive times from the sensor clock domain to an aggregator clock domain. The translation is based, at least in part, on beacon reception data of the sensors, report transmission data of the sensors, and report reception data of the upstream device. The upstream device determines a location of the tag based on a delta of the beacon receive times in the aggregator clock domain.

Abstract: An automatic insertion device and method of using the same is provided. A vibrator and an extender are connected to a penetrating member and are both in electrical communication with a controller. A detector identifies a subcutaneous target for insertion and the insertion angle, distance and trajectory for the penetrating member are calculated. The vibrator provides vibrations to the penetrating member and the extender advances the penetrating member for insertion. The vibrator and extender are in electrical communication with one another during the insertion process and adjustments to the insertion speed are made based on feedback of vibrational load encountered by the vibrator during insertion, and adjustments to the vibrations are made based on feedback of insertion load encountered by the extender during insertion. Iterative samples are taken to constantly adjust the operation of one motor based on the operations and feedback from the other motor.

Abstract: Disclosed is a robot for performing three-dimensional (“3D”) or multi-plane sortation and/or order fulfillment. The robot may include a motorized base to move about a first plane, a lift that raises and lowers a dispensing receptacle atop the lift about a second plane, and one or more actuators that modify a position of the dispensing receptacle from an upright position to a first tilted position in which the dispensing receptacle is tilted towards a first side of the robot and to a second tilted position in which the dispensing receptacle is tilted towards an opposite second side of the robot. The robot may receive and carry items when the dispensing receptacle is in the upright position, and may dispense the items to a destination on either side of the robot by tilting the dispensing receptacle to the first tilted position or the second tilted position.

Abstract: Disclosed are systems and methods for computing an object's weight or the quantity of items within the object based on activations of different robot actuators used in retrieving the object from a storage location. Specifically, the robot may activate one or more actuators during retrieval of an object, may obtain a measurement in response to activating a particular actuator, and may derive a weight of the object based on the measurement by converting the measurement from a first range of values that are associated with activations of the particular actuator to a second range of values that are disassociated with activations of the particular actuator. The robot may then modify its operation in response to the weight that is derived for the object matching or being mismatched to an expected or last tracked weight.

Abstract: A computer-implemented method includes receiving a request for generating a simulation scenario or digital media that includes one or more entities and one or more assets in an environment, the request including contextual information. The method further includes selecting three-dimensional (3D) digital twins based on the contextual information, wherein one or more of the 3D digital twins correspond to the assets, one or more of the 3D digital twins correspond to the one or more entities, and one of the 3D digital twins corresponds to the environment. The method further includes generating the simulation scenario that initializes the 3D digital twins and establishes a spatial relationship between the 3D digital twins based on the contextual information. The method further includes controlling behavior of the 3D digital twins in the simulation scenario based on the contextual information.

Abstract: System and method for end-to-end differentiable joint image refinement and perception are provided. A learning machine employs an image acquisition device for acquiring a set of training raw images. A processor determines a representation of a raw image, initializes a set of image representation parameters, defines a set of analysis parameters of an image analysis network configured to process the image's representation, and jointly trains the set of representation parameters and the set of analysis parameters to optimize a combined objective function. A module for transforming pixel-values of the raw image to produce a transformed image comprising pixels of variance-stabilized values, a module for successively performing processes of soft camera projection and image projection, and a module for inverse transforming the transformed pixels are disclosed. The image projection performs multi-level spatial convolution, pooling, subsampling, and interpolation.

Abstract: A pile plan map indicating a plurality of locations in a geographic area at which piles are to be installed is accessed. A first set of locations is identified from the plurality of locations and a first set of piles to be driven into the ground at the first set of locations using the pile plan map is identified. An order for driving the first set of piles into the ground is identified and a pile type for each of the first set of piles is identified. Basket assembly instructions are generated for assembling the first set of piles into a basket based on the identified order and the identified pile types. The first set of piles are assembled autonomously or manually into the basket based on the generated basket assembly instructions.

Abstract: A method includes obtaining, by the treatment system configured to implement a machine learning (ML) algorithm, one or more images of a region of an agricultural environment near the treatment system, wherein the one or more images are captured from the region of a real-world where agricultural target objects are expected to be present, determining one or more parameters for use with the ML algorithm, wherein at least one of the one or more parameters is based on one or more ML models related to identification of an agricultural object, determining a real-world target in the one or more images using the ML algorithm, wherein the ML algorithm is at least partly implemented using the one or more processors of the treatment system, and applying a treatment to the target by selectively activating the treatment mechanism based on a result of the determining the target.

Abstract: A method includes receiving, at a robot being in communication with a control center communication module of a control center, an instruction to relocate a cart to a location where a set of items are stored. The method further includes moving, by the robot, to a second location where the cart is positioned; (2) activating, by the robot, a motor of a latch fastening system to cause movement of a latch arm resulting in a latch being exposed; (3) removably engaging, by the robot and using the latch, the cart via a latching feature of the cart; (4) moving, by the robot, the cart from the second location to the location where the set of items are stored; and (5) transitioning, by the robot, a subset of the set of items to the cart in accordance with the instruction.