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    New Findings from Deakin University in the Area of Machine Learning Reported (Mu ltipath Tcp Implementation Under Freebsd-13 for Pluggable Machine Learning Model s)

    154-154页
    查看更多>>摘要：Current study results on Machine Learn ing have been published. According to news reporting originating from Geelong, A ustralia, by NewsRx correspondents, research stated, "Multipath TCP (MPTCP) has been implemented and evaluated using the modular approach known as ModCC in Free BSD. This research builds a foundation for developing an experimental platform a nd implementing MPTCP protocol stacks in FreeBSD-13 to plug machine learning (ML ) models." Financial support for this research came from COMCAST Innovation Fund 2022 "Expe rimental Implementation of new Multipath TCP and AQM in FreeBSD" Comcast Corpora tion.
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    Studies from Department of Automobile Engineering Yield New Information about Ma chine Learning (Optimizing Electric Bike Battery Management: Machine Learning Pr edictions of Lifepo4 Temperature Under Varied Conditions)

    155-155页
    查看更多>>摘要：Current study results on Machine Learn ing have been published. According to news reporting from Chennai, India, by New sRx journalists, research stated, "The LiFePO4 battery temperature in electric b ikes significantly affects their lifespan and performance. This study employed f our machine learning models (Random Forest (RF), Long short-term memory (LSTM), Multilayer perceptron (MLP), and support vector machine (SVM)) to predict temper ature at different speeds, with and without passengers, and during day/night cha rging." The news correspondents obtained a quote from the research from the Department o f Automobile Engineering, "Random Forest outperformed the others, boasting the h ighest R-squared (0.9228) and lowest root mean squared error (RMSE) of 0.9023, s ignifying exceptional accuracy. The result shows that the temperature increases with passenger load and daytime charging, whereas the front side consistently sh owed higher temperatures due to external factors. These findings pave the way fo r optimized electric bike battery management and improved efficiency."
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    Researchers at Chinese Academy of Sciences Have Reported New Data on Robotics (M at: Morphological Adaptive Transformer for Universal Morphology Policy Learning)

    155-156页
    查看更多>>摘要：2024 OCT 08 (NewsRx)-By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-Researchers detail new data in Robotics. Accordin g to news originating from Beijing, People's Republic of China, by NewsRx corres pondents, research stated, "Agent-agnostic reinforcement learning aims to learn a universal control policy that can simultaneously control a set of robots with different morphologies. Recent studies have suggested that using the transformer model can address variations in state and action spaces caused by different mor phologies, and morphology information is necessary to improve policy performance ."
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    Recent Findings from Soochow University Has Provided New Information about Robot ics (Adversarial Generative Learning and Timed Path Optimization for Real-time V isual Image Prediction To Guide Robot Arm Movements)

    156-157页
    查看更多>>摘要：2024 OCT 08 (NewsRx)-By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-A new study on Robotics is now available. Accordi ng to news reporting from Suzhou, People's Republic of China, by NewsRx journali sts, research stated, "Real-time visual image prediction, crucial for directing robotic arm movements, represents a significant technique in artificial intellig ence and robotics. The primary technical challenges involve the robot's inaccura te perception and understanding of the environment, coupled with imprecise contr ol of movements."
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    Reports Outline Artificial Intelligence Study Results from Singapore National Ey e Centre (Cybersecurity In the Generative Artificial Intelligence Era)

    157-158页
    查看更多>>摘要：A new study on Artificial Intelligence is now available. According to news reporting originating in Singapore, Singapo re, by NewsRx journalists, research stated, "Generative Artificial Intelligence (GenAI) are algorithms capable of generating original content. The ability of Ge nAI to learn and generate novel outputs alike human cognition has taken the worl d by storm and ushered in a new era." Financial supporters for this research include Medical Research Council UK (MRC) , Duke-NUS Medical School, Agency for Science Technology & Researc h (A*STAR).
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    Studies from University of Colorado Have Provided New Data on Robotics (Observat ion-augmented Contextual Multi-armed Bandits for Robotic Search and Exploration)

    158-159页
    查看更多>>摘要：Current study results on Robotics have been published. According to news originating from Boulder, Colorado, by NewsRx correspondents, research stated, "We introduce a new variant of contextual mult i-armed bandits (CMABs) called observation-augmented CMABs (OA-CMABs) wherein a robot uses extra outcome observations from an external information source, e.g. humans. In OA-CMABs, external observations are a function of context features an d thus provide evidence on top of observed option outcomes to infer hidden param eters." Our news journalists obtained a quote from the research from the University of C olorado, "However, if external data is error-prone, measures must be taken to pr eserve the correctness of inference. To this end, we derive a robust Bayesian in ference process for OA-CMABs based on recently developed probabilistic semantic data association techniques, which handle complex mixture model parameter priors and hybrid discrete-continuous observation likelihoods for semantic external da ta sources. To cope with combined uncertainties in OA-CMABs, we also derive a ne w active inference algorithm for optimal option selection based on approximate e xpected free energy minimization. This generalizes prior work on CMAB active inf erence by accounting for faulty observations and non-Gaussian distributions."
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    Researchers Submit Patent Application, 'Systems, Methods, And Devices For Medica l Image Analysis, Diagnosis, Risk Stratification, Decision Making And/Or Disease Tracking', for Approval (USPTO 20240307015)

    159-164页
    查看更多>>摘要：From Washington, D.C., NewsRx journali sts report that a patent application by the inventors Earls, James P. (Fairfax S tation, VA, US); Min, James K. (Denver, CO, US); Rodrigues Marques, Hugo Miguel (Lisbon, PT), filed on April 19, 2024, was made available online on September 19 , 2024. The patent's assignee is Cleerly Inc. (Denver, Colorado, United States). News editors obtained the following quote from the background information suppli ed by the inventors: "Coronary heart disease affects over 17.6 million Americans . The current trend in treating cardiovascular health issues is generally two-fo ld. First, physicians generally review a patient's cardiovascular health from a macro level, for example, by analyzing the biochemistry or blood content or biom arkers of a patient to determine whether there are high levels of cholesterol el ements in the bloodstream of a patient. In response to high levels of cholestero l, some physicians will prescribe one or more drugs, such as statins, as part of a treatment plan in order to decrease what is perceived as high levels of chole sterol elements in the bloodstream of the patient.
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    Patent Issued for Table, a method and a system for handling beamcut parts (USPT O 12090659)

    164-167页
    查看更多>>摘要：From Alexandria, Virginia, NewsRx jour nalists report that a patent by the inventor Norberg Ohlsson, Magnus (Stockholm, SE), filed on July 31, 2023, was published online on September 17, 2024. The patent's assignee for patent number 12090659 is Tomologic AB (Stockholm, Swe den). News editors obtained the following quote from the background information suppli ed by the inventors: "There are various machining and cutting technologies avail able to cut parts out of a sheet or plate material. The parts may be cut out by e.g. beam cutting. Beam cutting is defined as having some kind of beam as the cu tting means, such as laser cutting, plasma cutting, ion beam cutting, flame or t orch cutting, water cutting, or air cutting. Beam cutting may include so-called common cut and cluster cutting. Other examples of machining and cutting methods are e.g. sawing and milling."
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    Patent Issued for Method and system for controlling robot arm for performing cof fee drip (USPTO 12090627)

    167-170页
    查看更多>>摘要：From Alexandria, Virginia, NewsRx jour nalists report that a patent by the inventors Hwang, Sung Jae (Seongnam-si, KR), Kim, Dong Jin (Seoul, KR), Lee, Jong Keun (Seoul, KR), filed on July 8, 2021, w as published online on September 17, 2024. The patent's assignee for patent number 12090627 is XYZ Inc. (Seoul, South Korea ). News editors obtained the following quote from the background information suppli ed by the inventors: "1. Field "The present disclosure relates to a method and a system for controlling a robot arm for performing coffee drip. More particularly, the present disclosure relat es to a method and a system for controlling a robot arm that simultaneously drip s various coffee by using a coffee drip tool such as a dripper, a coffee powder container, a cup, and a kettle through various drip algorithms.
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    Researchers Submit Patent Application, 'Method For Adapting The Quality And/Or F rame Rate Of A Live Video Stream Based Upon Pose', for Approval (USPTO 202403122 54)

    170-175页
    查看更多>>摘要：From Washington, D.C., NewsRx journali sts report that a patent application by the inventors SNOEK, Cees (Amsterdam, NL ); STOKMAN, Henricus Meinardus Gerardus (Amsterdam, NL); VAN OLDENBORGH, Marc Je an Baptist (Amsterdam, NL), filed on May 29, 2024, was made available online on September 19, 2024. The patent's assignee is Kepler Vision Technologies B.V. (Amsterdam, Netherlands ). News editors obtained the following quote from the background information suppli ed by the inventors: "Artificial intelligence (AI) is developing rapidly and AI applications are supporting or will support all industries including the aerospa ce industry, agriculture, chemical industry, computer industry, construction ind ustry, defense industry, education industry, energy industry, entertainment indu stry, financial services industry, food industry, health care industry, hospital ity industry, information industry, manufacturing, mass media, mining, telecommu nication industry, transport industry, water industry and direct selling industr y.
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