查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:““Description of the Related Art“Robots are becoming increasing ubiquitous in a variety of applications and envi ronments. “Typically, a robot control system performs motion planning and/or control of th e robot(s). Therobot control system may, for example take the form of a process or-based system, typically with one ormore sensors (e.g., cameras, contact sens ors, force sensors, encoders). The robot control system maydetermine and/or exe cute motion plans to cause a robot to execute a series of tasks. Motion planning is afundamental problem in robot control and robotics. A motion plan specifies a path that a robot can followfrom a starting state to a goal state, typically to complete a task without colliding with any obstacles,including humans, in a n operational environment or with a reduced possibility of colliding with any obstacles in the operational environment. Challenges to motion planning involve th e ability to performmotion planning at very fast speeds even as characteristics of the environment change. For example,characteristics such as location or ori entation of one or more obstacles in the environment may changeover time. Chall enges further include performing motion planning using relatively low cost equip ment, atrelative low energy consumption, and with limited amounts of storage (e .g., memory circuits, for instanceon processor chip circuitry).
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “In industrialized countries, the production of structures from concrete is still largely based on manual workmanship. In princi ple, such structures or parts of these structures can be produced in twodiffere nt ways. In one approach, work can be done on site with formwork, in which cast- in-place concreteis then cast, with it being possible for reinforcements to be additionally inserted for load-bearing parts.There is then a wait until the con crete is partially or completely hardened, at which point the formworkcan be re moved, cleaned, and then re-used. The method is time-consuming and requires ther e to be alarge number of workers on the building site.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“Manufacturing equipment include different parts that are used to produce products. For example, substrate processing equipment includes parts that are used to produce substrates (e.g., process substrates). Thequality and cleanliness of the parts affects the performance data of the products.”In addition to obtaining background information on this patent application, News Rx editors alsoobtained the inventors’ summary information for this patent appl ication: “The following is a simplifiedsummary of the disclosure in order to pr ovide a basic understanding of some aspects of the disclosure. Thissummary is n ot an extensive overview of the disclosure. It is intended to neither identify k ey or criticalelements of the disclosure, nor delineate any scope of the partic ular implementations of the disclosure orany scope of the claims. Its sole purp ose is to present some concepts of the disclosure in a simplified formas a prel ude to the more detailed description that is presented later.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“As technology advances, various types of robotic devices a re being created for performing a variety offunctions that may assist users. Ro botic devices may be used for applications involving material handling,transpor tation, welding, assembly, and dispensing, among others. Over time, the manner i n which theserobotic systems operate is becoming more intelligent, efficient, a nd intuitive. As robotic systems becomeincreasingly prevalent in numerous aspec ts of modern life, it is desirable for robotic systems to be efficient.Therefor e, a demand for efficient robotic systems has helped open up a field of innovati on in actuators,movement, sensing techniques, as well as component design and a ssembly.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Nearest neighbors algorithms, such as the K-nearest neighb ors classification algorithm, classify newobservations by finding K-many closes t training observations to the new observation and use the majorityclass vote f rom this subset of training observations as the class for the new observation. T hese typesof algorithms are commonly used in machine learning solutions. Since the nearest neighbors algorithmsseek to find the closest neighbors for classifi cation, distance metrics are used to determine the nearestneighbors. However, w hen the dimensionality of the training dataset is large, such as hundreds of inp utfeatures, calculating distance metrics is not only computationally very expen sive, but also gives rise towhat is referred to as the “curse of dimensionality ,” which is a phenomenon in which the nearest neighborclassifications can resul t in lower accuracy classifications. Accordingly, to attempt to avoid or reducethese problems, it is often useful to reduce the dimensionality of high-dimensio nal datasets before applyingcertain distance-based machine learning algorithms to fit the data. However, it is very difficult for a data scientist to know how many dimensions to reduce the data by and still achieve meaningful classificatio nresults.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Autonomous mobile robots include autonomous mobile cleanin g robots that can autonomously performcleaning tasks within an environment, suc h as a home. Many kinds of cleaning robots are autonomous tosome degree and in different ways. Some robots can interface with a docking station automatically. Thedocking station can perform maintenance on the robot such as charging of bat teries of the robot andevacuation of debris from a debris bin of the robot.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“In today’s digital age, virtual agents and AI-powered systems have become increasingly integrated intoour daily lives. These virtual agents are designed to understand and respond to user inputs, making themvaluable tool s for a wide range of applications, from customer service chatbots to virtual as sistants insmart devices.“Traditionally, virtual agents and chatbots have relied heavily on text-based in puts and rule-basedsystems. These systems use predefined decision trees and scr ipts to generate responses to user queries.While they have been effective for s imple tasks like information retrieval or basic customer support, theyhave sign ificant limitations when it comes to handling more complex, natural language int eractions.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: ““Various embodiments of the present invention relate to a memory system.“In the field of machine learning, which is one of the fields of artificial inte lligence, it is essential tocollect and analyze big data. As the size of data u sed in the machine learning increases exponentially, theamount of the memory re quired by a Personal Computer (PC), a server, and a data center that processthe data also increases exponentially.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from bi orxiv.org:“This paper presents a novel model for predicting human movements and introduces a new controlmethod for human-robot interaction based on this model.
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