查看更多>>摘要：Data detailed on robotics have been pr esented. According to news originating from Montreal, Canada, by NewsRx correspo ndents, research stated, "This paper designs a minimal neural network (NN)-based model-free control structure for the fast, accurate trajectory tracking of robo tic arms, crucial for large movements, velocities, and accelerations." Funders for this research include Institut De Valorisation Des Donnees. Our news reporters obtained a quote from the research from Polytechnique Montrea l: "Trajectory tracking requires an accurate dynamic model or aggressive feedbac k. However, such models are hard to obtain due to nonlinearities and uncertainti es, especially in low-cost, 3D-printed robotic arms. A recently proposed model-f ree architecture has used an NN for the dynamic compensation of a proportional d erivative controller, but the minimal requirements and optimal conditions remain unclear, leading to overly complex architectures. This study aims to identify t hese requirements and design a minimal NN-based model-free control structure for trajectory tracking. Two architectures are compared, one NN per joint (INN) and one global NN (GNN), each tested on two serial robotic arms in simulations and real scenarios. The results show that the architecture reduces tracking errors ( RMSE <2°)."
查看更多>>摘要：New research on Artificial Intelligenc e is the subject of a report. According to news originating from Zhenjiang, Peop le's Republic of China, by NewsRx correspondents, research stated, "Artificial i ntelligence (AI) and big data tokens have emerged as unique investment options, garnering interest due to their connectedness with other assets and financial ma rkets. Utilizing Chang et al. (2000)'s cross-sectional absolute deviation (CSAD) model, we investigate static and time-varying herding in the AI and big data to ken markets." Financial support for this research came from National Social Science Fund proje ct "Research on the Mechanism and Countermeasures of Digital Inclusive Finance t o Support SME Credit Community Financing."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily NewsData detailed on Robotics have been presented. Ac cording to news originating from Beijing, People's Republic of China, by NewsRx correspondents, research stated, "In this article, we propose a fully distribute d algorithm that leverages the concept of exploration behavior to achieve the sh ape formation control of multirobot systems. Here, the exploration behavior mean s that each robot can actively explore the unoccupied goal locations in the shap e, thus removing the prior goal assignment for each robot and increasing the sys tem's flexibility." Funders for this research include STI 2030-Major Projects, China Postdoctoral Sc ience Foundation, Postdoctoral Fellows of Beihang "Zhuoyue" Program, China.
查看更多>>摘要：Investigators publish new report on Ma chine Learning -Computational Intelligence. According to news originating from Beijing, People's Republic of China, by NewsRx correspondents, research stated, "Multi-Agent Reinforcement Learning (MARL) has been successful in solving many c ooperative challenges. However, classic non-hierarchical MARL algorithms still c annot address various complex multiagent problems that require hierarchical coo perative behaviors." Financial supporters for this research include National Natural Science Foundati on of China (NSFC), Beijing Municipal Science & Technology Commiss ion, National Key Research & Development Program of China.
查看更多>>摘要：Investigators discuss new findings in Machine Learning. According to news originating from Huainan, People's Republic of China, by NewsRx correspondents, research stated, "Accurate and rapid evaluat ion of multiple features is crucial for improving the quality and efficiency of laser processing. Due to different processing patterns, numerous heterogeneous ( i.e., quantitative and qualitative) sparse data (SD) are derived." Financial supporters for this research include Scientific Research Foundation fo r High-level Talents of Anhui University of Science and Technology, National Nat ural Science Foundation of China (NSFC), Science Fund for Distinguished Young Sc holars of Chongqing.
查看更多>>摘要：A new study on Machine Learning -Comp utational Intelligence is now available. According to news reporting originating from Guangzhou, People's Republic of China, by NewsRx correspondents, research stated, "In some recommendation platforms, the recommended items are composed of the complex text, and the target users are also described by the complex text. These texts are usually long, highly specialized, logically structured, and have significant differences, such as recommending technical demands of enterprises to technology researchers." Financial supporters for this research include National Natural Science Foundati on of China (NSFC), Guangdong Provincial Engineering Research Center of Intellig ent Matching for Technology Commercialization, Guangdong Basic and Applied Basic Research Foundation, Guangdong Provincial Key Laboratory of Intellectual Proper ty and Big Data.
查看更多>>摘要：Fresh data on artificial intelligence are presented in a new report. According to news originating from Chapman Univer sity by NewsRx editors, the research stated, "Coral reefs, despite covering less than 0.2 % of the ocean floor, harbor approximately 35 % of all known marine species, making their conservation critical." Financial supporters for this research include Us Department of Education. The news reporters obtained a quote from the research from Chapman University: " However, coral bleaching, exacerbated by climate change and phenomena such as El Nino, poses a significant threat to these ecosystems. This study focuses on the Red Sea, proposing a generalized machine learning approach to detect and monito r changes in coral reef cover over an 18-year period (2000-2018). Using Landsat 7 and 8 data, a Support Vector Machine (SVM) classifier was trained on depth-inv ariant indices (DII) derived from the Gulf of Aqaba and validated against ground truth data from Umluj. The classifier was then applied to Al Wajh, demonstratin g its robustness across different sites and times. Results indicated a significa nt decline in coral cover: 11.4 % in the Gulf of Aqaba, 3.4 % in Umluj, and 13.6 % in Al Wajh."
查看更多>>摘要：New study results on robotics have bee n published. According to news reporting from Dalian, People's Republic of China , by NewsRx journalists, research stated, "Human-Robot Collaborative Assembly (H RCA) offers a novel solution to improve manual-based assembly manufacturing proc esses." Financial supporters for this research include National Natural Science Foundati on of China; Research Funds of The State Key Laboratory of Structural Analysis, Optimization And Cae Software For Industrial Equipment.
查看更多>>摘要：New research on is the subject of a ne w report. According to news originating from Seoul, South Korea, by NewsRx edito rs, the research stated, "Radiomics models have been widely exploited in oncolog y for the investigation of tumor classification, as well as for predicting tumor response to treatment and genomic sequence; however, their performance in veter inary gastrointestinal tumors remains unexplored. Here, we sought to investigate and compare the performance of radiomics models in various settings for differe ntiating among canine small intestinal adenocarcinoma, lymphoma, and spindle cel l sarcoma."
查看更多>>摘要：A new study on artificial intelligence is now available. According to news reporting from Gainesville, Florida, by New sRx journalists, research stated, "Plasma half-life is a crucial pharmacokinetic parameter for estimating extralabel withdrawal intervals of drugs to ensure the safety of food products derived from animals."
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