Abstract: According to embodiments herein e.g. a method performed by an orchestration agent unit for handling a service in a communications network is provided. The orchestration agent unit evaluate a number of intent types of the service based on a performance of one or more performance metrics related to intent of respective intent type when performed in the communications network including a plurality of orchestration agent units. The orchestration agent unit selects an intent type of the service based on the evaluation; and sends to at least one of the plurality of orchestration agent units, an indication indicating the selected intent type of the service.

Abstract: Methods and apparatus for implementing reinforcement learning are provided. A method in a client node that instructs actions in an environment in accordance with a policy includes identifying one or more critical states of the environment for which a current policy provides unreliable actions. The method further includes initiating transmission to a server of a retraining request, the retraining request having information relating to the one or more critical states. The method further includes receiving a new policy from the server, wherein the new policy is generated by the server using reinforcement learning based on the information relating to the one or more critical states, and instructing actions in the environment in accordance with the new policy.

Abstract: A management node for use with a cognitive layer (CL) having agents. The agents have respective agent information indicating type(s) of input data required by a model implemented by the agent, parameter(s) of the system that are to be improved by the agent, type(s) of output data provided by the model and a data distribution for the agent. A method includes (i) selecting a set of similar agents that improve a first parameter of the system: (ii) for a first agent and a second agent in the selected set of similar agents, comparing the data distribution for the first agent to the data distribution for the second agent to determine a relationship: (iii) initiating generation of the candidate agent(s) based on the relationship; and (iv) determining whether to replace one or both of the first agent and the second agent with the one or more candidate agents.

Abstract: The device and the method are used for the automatic assembly of an in particular twisted pair of wires, wherein the pair of wires has two wire elements each with a contact element arranged at one end of a wire end. The respective contact elements are brought into a predetermined rotary position by gripping the wire pair with a main gripper which has an axis of rotation about which it can rotate, and wherein the wire ends are each gripped by a gripping element. The respective contact element is brought into the predetermined rotary position by rotating the pair of wires by way of the main gripper.

Abstract: A method and a device for producing a twisted line comprising at least two wires. The at least two wires are unwound from at least one take-off spool and are twisted in a twisting unit to form the twisted line, wherein the twisting unit has a first roller and a second roller and the at least two wires are supplied to a twisting area between the two rollers and are twisted by turning the rollers in the same direction.

Abstract: A method for enabling a machine learning model to be aggregated from local machine learning models comprised in at least two local nodes in a wireless communications network is provided. The method comprises receiving, from each of the at least two local nodes, a parametrized function of a local machine learning model, a generator function of a local generative model, and a discriminator function of a local discriminative model, wherein the generator function and the discriminator function are trained on the same data as the parametrized function.

Abstract: A method performed by a central server node is provided. The method includes: receiving local model weights and corresponding key from a local client node; and updating a model pool having a plurality of central models and corresponding keys associated with each of the central models. Updating the model pool is based on the local model weights, and one or more of the key corresponding to the local client node and the keys collectively corresponding to each of the central models. Updating the model pool comprises updating at least two of the plurality of central models contained in the model pool.

Abstract: A system for the automated manufacture of a wiring harness, which demonstrates a branched structure made up of multiple individual conductor elements. To form wiring harnesses having an individually branched structure, the conductor elements are automatically brought into a predefined distribution structure, multiple second rails oriented in parallel to each other and multiple second transporters, distributed on the second rails, being used for this purpose. The second transporters are each fitted with one wire end of the conductor elements. To form the distribution structure, the second rails are subsequently moved in a vertical direction, and the second transporters are moved along the second rail. In this spread-apart structure, additional processing steps are carried out, for example a fixing of the conductor elements to each other.

Abstract: A cable-laying device for producing wiring or cable harnesses of different types includes a laying plane for positioning lines of a wiring or cable harness, a plurality of transport units which can be moved relative to the laying plane in an at least partially automated manner, and a control device which is configured to control the transport units. A method for producing cable harnesses of different types by using a cable laying device is also provided.

Abstract: In one aspect, a method of determining a risk of conflict between a movable device and potential obstacles is provided. The method includes dividing a space into a plurality of positions. At each of a plurality of successive times, the method further includes: determining a conflict function for the movable device in a first position at a respective time, the first position having one or more neighbouring positions, wherein the conflict function is determined based on whether or not an obstacle is present in any of the first position and the one or more neighbouring positions; and determining a respective risk value for at least one of the first position and the one or more neighbouring positions using the conflict function and a risk value associated with a second position, wherein the movable device is planned to move from the first position to the second position at a subsequent time.

Abstract: The invention provides methods for treating ischemia (such as ischemia repertusion injury (IRI)) in tissue (such as transplant donor tissue), comprising contacting the tissue during ex vivo perfusion with a therapeutically effective amount of RNAi (such as siRNA) that specifically hinds to at least a portion of a gene (such as p53) that mediates ischemic injury in the tissue. The invention's methods additionally decrease the risk of tissue rejection and/or or induce immunological tolerance to transplanted tissue.

Abstract: A system for the automated production of a cable set, which has a branched structure of a plurality of individual line elements. In a modular set-up in the first part, a plurality of first processing stations, and in the second part, a plurality of second processing stations are arranged. In the first part, there is an automatic preparation of the individual line elements, which are then collected in a buffer station at the end of the first part. In the second part, the prepared individual line elements are assembled into the cable set. The line elements are plugged into connector casings in a connector station and transferred to second transporters, and via which the branched structure of the cable set is then formed by moving along second tracks. In this spread-out branched structure, a fixing of the line elements to one another takes place in a fixing station.

Abstract: A method and a device for producing a twisted line comprising at least two wires. The at least two wires are unwound from at least one take-off spool and are twisted in a twisting unit to form the twisted line, wherein the twisting unit has a first roller and a second roller and the at least two wires are supplied to a twisting area between the two rollers and are twisted by turning the rollers in the same direction.

Abstract: The device and the method are used for the automatic assembly of an in particular twisted pair of wires, wherein the pair of wires has two wire elements each with a contact element arranged at one end of a wire end. The respective contact elements are brought into a predetermined rotary position by gripping the wire pair with a main gripper which has an axis of rotation about which it can rotate, and wherein the wire ends are each gripped by a gripping element. The respective contact element is brought into the predetermined rotary position by rotating the pair of wires by way of the main gripper.

Abstract: A cable-laying device for producing wiring or cable harnesses of different types includes a laying plane for positioning lines of a wiring or cable harness, a plurality of transport units which can be moved relative to the laying plane in an at least partially automated manner, and a control device which is configured to control the transport units. A method for producing cable harnesses of different types by using a cable laying device is also provided.

Abstract: A system for the automated production of a cable set, which has a branched structure of a plurality of individual line elements. In a modular set-up in the first part, a plurality of first processing stations, and in the second part, a plurality of second processing stations are arranged. In the first part, there is an automatic preparation of the individual line elements, which are then collected in a buffer station at the end of the first part. In the second part, the prepared individual line elements are assembled into the cable set. The line elements are plugged into connector casings in a connector station and transferred to second transporters, and via which the branched structure of the cable set is then formed by moving along second tracks. In this spread-out branched structure, a fixing of the line elements to one another takes place in a fixing station.

Abstract: A system for the automated manufacture of a wiring harness, which demonstrates a branched structure made up of multiple individual conductor elements. To form wiring harnesses having an individually branched structure, the conductor elements are automatically brought into a predefined distribution structure, multiple second rails oriented in parallel to each other and multiple second transporters, distributed on the second rails, being used for this purpose. The second transporters are each fitted with one wire end of the conductor elements. To form the distribution structure, the second rails are subsequently moved in a vertical direction, and the second transporters are moved along the second rail. In this spread-apart structure, additional processing steps are carried out, for example a fixing of the conductor elements to each other.

Abstract: The present invention refers to an optimized and defined method for isolation and preservation of precursor cells from human umbilical cord. Besides being reproducible and 100% reliable, in terms of the number of samples processed, the method results in a high and defined number of precursor cells, being the majority obtained after a single adhesion and expansion/multiplication phase ex vivo (thus granting cell phenotype), in a shorter time frame than what was previously described in the state-of-the-art. With this method, it is possible to obtain, in 9 days, after direct freezing of a cell fraction, and after one expansion/multiplication phase ex vivo (end of P0) of the majority of the cells, about 8.6(±0.1)×105 cells/gram of processed umbilical cord. In turn, the characteristics of the cells allow, for example, after 35 days, obtaining an average of 7.7×1015 cells, with precursor phenotype, from 100% of processed umbilical cord samples.

Abstract: Method for joining wires using low resistivity joints is provided. More specifically, methods of joining one or more wires having superconductive filaments, such as magnesium diboride filaments, are provided. The wires are joined by a low resistivity joint to form wires of a desired length for applications, such in medical imaging applications.

Abstract: The disclosure relates a safety shield for the jaws of a grip used for tensile or similar materials testing. The safety shield typically attached to the jaws and shields the jaws on two, three or four sides in order to reduce the hazard of a user placing his or her fingers between the jaws while positioning the testing sample or specimen therebetween. A user is typically able to adjust the position of the safety shield to achieve greater safety. The safety shield may be configured from planar material, such as sheet metal or plastic, or from wire material.