查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the following quote: “Virtual characters serve as integral components wi thin various software applications, ranging from games and metaverses to social media, messengers, video communication tools, and online training platforms. Use rs interact with the virtual characters to immerse themselves in dynamic digital experiences. Conventional virtual character models are often tailored for speci fic applications, thereby inhibiting their adaptability and integration across a diverse array of environments. This lack of interoperability restricts the seam less transition of virtual characters between different applications and platfor ms.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “ “Field of the Art “The present invention is in the field of computer-aided simulation and modeling , and more particularly to the use of artificial intelligence techniques for imp roving simulation modeling of real-world systems and aiding in the systematic re duction of epistemic uncertainty across modeling and supporting improved functio n as a control plane in complex systems. “Discussion of the State of the Art “Epistemic uncertainty refers to the lack of knowledge about a system that can b e reduced through the acquisition of additional information. In contrast, aleato ric uncertainty represents the inherent randomness in a system that cannot be re duced by gathering more data. In complex systems, the appropriate utilization of experienced historical information, hypothetical histories (i.e. plausible and/ or nearly experienced events), system characteristics such as ergodicity and ref lexivity are central to useful modeling. For example, while some natural and man -made systems may be ergodic (i.e., eventually visit all potential system states ) others in-fact are non-ergodic and their statistical properties change over ti me (e.g., in learning human systems where history is studied and aids in evolvin g behavior).
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Large language models (LLM) are machine learning models desig ned to generate human-like text for a wide range of applications, including chat bots, language translation, and content creation. LLMs are typically trained on massive amounts of input text using deep learning algorithms, and can generate o utput text on a wide range of topics and subjects.” In addition to obtaining background information on this patent application, News Rx editors also obtained the inventor’s summary information for this patent appl ication: “This Summary is provided to introduce a selection of concepts in a sim plified form that are further described below in the Detailed Description. This Summary is not intended to identify key features or essential features of the cl aimed subject matter, nor is it intended to be used to limit the scope of the cl aimed subject matter.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “This specification relates to robotics, and mor e particularly to controlling robotic movements. “Robotics planning refers to scheduling the physical movements of robots in orde r to perform skills. For example, an industrial robot that builds cars can be pr ogrammed to first pick up a car part and then weld the car part onto the frame o f the car. Each of these actions can themselves include dozens or hundreds of in dividual movements by robot motors and actuators.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Product reviews can influence other potential consumers of pr oducts. As such, potential consumers oftentimes read product reviews to gain a b etter understanding of a product of interest. Reading through all the reviews, h owever, can be a time consuming process, particularly for products that are asso ciated with an extensive amount of reviews. Further, reviewing numerous product reviews can unnecessarily consume computing resources. In an effort to facilitat e a more efficient review process, in some conventional implementations, a summa ry of reviews may be provided for a particular product. In such conventional imp lementations, the summary of reviews is generally manually generated. In particu lar, oftentimes, editorial staff may download the product (e.g., application), u tilize the product, and review the product. In addition to the time consumed to manually generate a summary of reviews, computing resources are unnecessarily co nsumed. For instance, downloading and using the product (e.g., application, game ,movie, website, or the like) for the purposes of preparing a summary review of the product unnecessarily consumes computing resources.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “The background description provided herein is for the purp ose of generally presenting the context of the disclosure. Work of the presently named inventor, to the extent it is described in this background section, as we ll as aspects of the description that may not otherwise qualify as prior art at the time of filing, are neither expressly nor impliedly admitted as prior art ag ainst the present disclosure. “Many pipe handling operations, such as drill pipe handling operations, are conv entionally performed with workers performing manual operations. For example, dri lling of wells involves tripping of the drill string, during which drill pipes a re lowered into (tripping in) or pulled out of (tripping out) a well. Tripping m ay typically occur in order to change all or a portion of the bottom hole assemb ly, such as to change a drill bit. Where drill pipe is tripped into a well, stan ds or lengths of drill pipe may be supplied from a storage position in a setback area of the drill rig and connected end-to-end to lengthen the drill string in the well. Where drill pipe is tripped out of a well, stands or lengths of drill pipe may be disconnected from the drill string and may be positioned in the setb ack area.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from bi orxiv.org: “CelFDrive automates high-resolution 3D imaging cells of interest across a varie ty of fluorescence microscopes, integrating deep learning cell classification fr om auxiliary low resolution widefield images. CelFDrive enables efficient detect ion of rare events in large cell populations, such as the onset of cell division , and subsequent rapid switching to 3D imaging modes, increasing the speed for f inding cells of interest by an order of magnitude.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from bi orxiv.org: “This study uses nonlinear analysis techniques to distinguish between mind wande ring (MW) and focused attention (FA) states using EEG data. EEG recordings from 21 sessions were segmented into intervals of 2, 3, 5, 6, 10, and 15 seconds, and seven nonlinear features were extracted to capture the brain\ ’s dynamic complexity. Machine learning models, including gradient boosting tree s, were applied to classify MW and FA states, with the highest accuracy of 75% achieved using 5-second segments. Frequency-related features, particularly mean frequency and global frequency, were the most important in distinguishing betwee n MW and FA.
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