查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“A large language model (LLM) is a type of machine learning (M L) model that is capable of generatingtext output, including natural language t ext output. A LLM may be provided with a prompt, which maybe a natural language instruction that instructs the LLM to generate a desired output, including natu rallanguage text or other generative output in various desired formats.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“There remains a need for improved printing tools for use in t hree-dimensional printers.”In addition to obtaining background information on this patent, NewsRx editors a lso obtained the inventors’summary information for this patent: “An extruder or other similar tool head of a three-dimensionalprinter is slidably mounted alon g a feedpath of build material so that the extruder can move into and outof con tact with a build surface according to whether build material is being extruded. The extruder maybe spring-biased against the forward feedpath so that the extr uder remains above the build surface in theabsence of applied forces, and then moves downward into a position for extrusion when build material isfed into the extruder.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Tipper vehicles may be used for transporting di fferent types of loads, such as for examplestones, clay, sand, gravel, construc tion or demolition waste. When loading the tipper body, care is usuallytaken to distribute the load in an even manner so as to avoid imbalance of the vehicle d uring transport.An example of a tipper vehicle is a hauler.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“With the advancement and development of technology, indust rial robots are increasingly used in avariety of industries and applications. T hey come in a wide range of models with the reach distance,payload capacity and the number of axes of travel (up to six) of their jointed arm being the most common distinguishing characteristics. In both production and handling application s, a robot utilizes an endeffector or end of arm tooling (EOAT) attachment to h old and manipulate either the tool performing theprocess, or the piece upon whi ch a process is being performed.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Autonomous operations, such as robotic grasping and manipulation, in unknown or dynamicenvironments present various technical challenges. Autonomous operations in dynamic environments maybe applied to mass customization (e.g., high-mix, low-volume manufacturing), on-demand flexible manufacturing processes in smart factories, warehouse automation in smart stores, automated deliveries fromdistribution centers in smart logistics, and the like. In order to perform autonomous operations, such asgrasping and manipulation, I n some cases, robots may learn skills using machine learning, in particulardeep neural networks or reinforcement learning. Additionally, or alternatively, auto nomous systems mightperform computer vision algorithms on color photographs or depth maps of a given bins with objects inrandom configurations, so as to compu te grasping points on the objects within the bin.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“Robots are machines that can assist humans or substitute for humans. Robots can be used in diverseapplications including construction, manuf acturing, monitoring, exploration, learning, and entertainment.Robots can be us ed in dangerous or uninhabitable environments, for example.
查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the followingquote: “Many machine learning (ML) models employ labeled d atasets to “learn” a mapping from a setof input features to a desired output, s uch as a class label or regression value. The “desired output”for a particular set of input features is generally specified by a human annotator, and may be re ferred toas the ground truth. The performance of a ML model may be constrained by the quality of the groundtruth data used during a training process, as an up per limit to ML model accuracy is the accuracy of theground truth labels themse lves. Therefore, it is generally desirable to explore approaches for increasingthe accuracy/consistency of ground truth labels provided by human annotators. Fu rther, as availability oflabeled data is a recognized bottleneck in the field o f ML, it is further desirable to explore approaches forincreasing speed of grou nd truth data generation.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Grippers of the above stated kind are used inter alia in f ood processing industries for handling foodproducts such as meat.“WO2007093774 discloses a pick and place device for picking up and re-positionin g an article carriedby a support surface.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Numerous solutions exist for carrying out opera tions in close proximity to surfaces, such as in confined spaces. Some operation s, for example, in confined spaces have been carried out by hand.Other operatio ns in confined spaces have been carried out with the aid of remotely operated de vices.
查看更多>>摘要：This patent was filed on July 30, 2021 and was published online on July 30, 2024 .From the background information supplied by the inventors, news correspondents o btained the followingquote: “Conventionally, there has been known a cargo vehic le having an arm mounted therein for loadingand unloading a load (for example, Patent Literature [PTL] 1).”
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