Concurrent Learning of Control Policy and Unknown Safety Specifications in Reinforcement Learning by Lunet Yifru, Ali Baheri

“…The performance of our model closely mirrors that of an ideal scenario that possesses complete prior knowledge of safety constraints, demonstrating its proficiency in accurately identifying environmental safety constraints and learning safe policies that adhere to those constraints. …”
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The parental care-seeking behavior of children with osteogenesis imperfecta based on the Anderson’s model: a qualitative study by Lin Mo, Fan-yan Du

“…Caregivers, lacking sufficient knowledge of the disease, find it difficult to manage the condition effectively. …”
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Quand l’écran masque l’expérience des opérateurs vieillissants : changement de logiciel et activité de travail dans un organisme de services by Corinne Gaudart

“…This did not help them to consolidate their fresh theoretical knowledge. Therefore they settled in short run strategies aimed only at solving day-to-day difficulties. …”
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RETRACTED: ASSESSMENT OF THE ADULT’S PERSONAL DEVELOPMENT AS AN INDICATOR OF THE QUALITY OF FURTHER EDUCATION by Natalia A. Biryukova

“…The found positive dynamics following the results of monitoring on every personal (motivational, cognitive, communicative) program quality criterion proves its solvency and efficiency: the trainees’ level of language knowledge and abilities, motivation of achievement of success have considerably increased; positive communicative installations are created; the incentives for further self-development have emerged.Practical significance. …”
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Bayesian predictive system for assessing the damage intensity of residential masonry buildings under the impact of continuous ground deformation by Janusz Rusek, Leszek Chomacki, Leszek Słowik

“…This meticulous evaluation allows for the selection of the optimal Bayesian network that best generalises the knowledge acquired during the learning process. The paper also demonstrates the potential application of the obtained model in diagnosing damage causes and predicting future occurrences, highlighting the versatility of the proposed approach for addressing issues in the field.…”
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Development of Downscaled Climate Projections: A Case Study of the Red River Basin, South-Central U.S. by Darrian Bertrand, Renee A. McPherson

“…Furthermore, we describe the added value of coproduction of knowledge between climate scientists and end users, or in this case impacts modelers and decision makers, for creating climate projections that can be used for climate risk assessments. …”
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A Case-Control Study for Assessing Risk Factors for Congenital Anomalies among Children in Sulaimani City by Niaz Mustafa Kamal, Nasih Othman

“…These are defined as structural changes that have significant medical, social or cosmetic consequences for the affected individual, and typically require medical intervention. According to our Knowledge, research is scarce on these conditions in Sulaimaniyah city. …”
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Insight into the phylogeny and antibiotic resistance of Pseudomonas spp. originating from soil of the Białowieża National Park in Northeastern Poland by Wioleta Lewandowska, Wioleta Lewandowska, Jacques Mahillon, Justyna Małgorzata Drewnowska, Izabela Swiecicka, Izabela Swiecicka

“…Thus, to fill the gap in knowledge on antibiotic resistance among other Pseudomonas spp., we investigated 41 isolates from soil samples taken in the Białowieża National Park in Northeastern Poland. …”
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Spinal Fusion in the Next Generation: Gene and Cell Therapy Approaches by Marta Barba, Claudia Cicione, Camilla Bernardini, Vincenzo Campana, Ernesto Pagano, Fabrizio Michetti, Giandomenico Logroscino, Wanda Lattanzi

“…In recent years, cell and gene therapies have attracted great interest from the scientific community. The improved knowledge of both mesenchymal stem cell biology and osteogenic molecules allowed their use in regenerative medicine, representing attractive approaches to achieve bone regeneration also in spinal surgery applications. …”
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Esophagojejunal Anastomosis Fistula, Distal Esophageal Stenosis, and Metalic Stent Migration after Total Gastrectomy by Nadim Al Hajjar, Calin Popa, Tareg Al-Momani, Simona Margarit, Florin Graur, Marcel Tantau

“…We present a case of a 67-year-old male patient who was treated at our facility for a gastric adenocarcinoma which developed, postoperatively, an esophagojejunostomy fistula, a distal esophageal stenosis, and a metallic coated self-expandable stent migration. To our knowledge, this is the first reported case of an esophagojejunostomy fistula combined with a distal esophageal stenosis as well as with a metallic coated self-expandable stent migration.…”
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Propuesta de modelo para implementar la retribución social en programas de posgrado by José Luis Mariscal Orozco, Ahtziri Eréndira Molina Roldán

“…The current challenges facing postgraduate programs under new educational and scientific public policies implemented by CONAHCYT are exposed, and a social retribution model is proposed based on the recognition and articulation of various practices and purposes related to the generation and communication of knowledge. It is concluded that social retribution should be cross-cutting in university functions, and its articulation may be possible through the management of integrative projects related to the research lines of each postgraduate program. …”
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Federated learning based reference evapotranspiration estimation for distributed crop fields. by Muhammad Tausif, Muhammad Waseem Iqbal, Rab Nawaz Bashir, Bayan AlGhofaily, Alex Elyassih, Amjad Rehman Khan

“…However, federated learning trains models locally and combines the knowledge, resulting in more generalized ETo estimates across different regions. …”
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The concept of objects of civil turnover by A. S. Slipchenko Slipchenko

“…With the help of such a method of scientific knowledge as a conclusion by analogy, it was established that the object of civil turnover and the object of legal succession are different legal phenomena. …”
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The Patients whit neurotic disorders in time of Covid19. An experience of work psicogroup of WhatsApp by Juana B. Martínez Sosa, Anays González Guerra, Giselle Carreño Martínez, Marianela Fonseca Fernández, Bárbara Caridad Calderín Quiñones, Idalmis Luisa Martínez Serrano

“…<br /><strong>Results:</strong> the participants demonstrated knowledge of learned psychological and psychotherapeutic resources, as well as those provided during work time. …”
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Monitoring Detrusor Oxygenation and Hemodynamics Noninvasively during Dysfunctional Voiding by Andrew J. Macnab, Lynn S. Stothers, Babak Shadgan

“…Hence, near infrared spectroscopy (NIRS), an established optical methodology for monitoring changes in tissue oxygenation and hemodynamics, has relevance as a means of expanding knowledge related to the pathophysiology of BPH and potential treatment options. …”
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A multi-modal dental dataset for semi-supervised deep learning image segmentation by Yaqi Wang, Fan Ye, Yifei Chen, Chengkai Wang, Chengyu Wu, Feng Xu, Zhean Ma, Yi Liu, Yifan Zhang, Mingguo Cao, Xiaodiao Chen

“…Moreover, we have collected CBCTs providing more detailed and three-dimensional information, resulting in the STS-3D-Tooth dataset comprising 148,400 unlabeled scans and 8,800 masks. To our knowledge, this is the first multimodal dataset combining dental PXI and CBCT, and it is the largest tooth segmentation dataset, a significant step forward for the advancement of tooth segmentation.…”
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Micromorphological and Chemical Approaches to Understand Changes in Ecological Functions of Metal-Impacted Soils under Various Land Uses by J. A. Acosta, S. Martinez-Martinez, A. Faz, J. M. Van Mourik, J. M. Arocena

“…Therefore, the impacts of metals in soil fauna activities, hence ecological functions of soils, are best evaluated by the knowledge of metal partitioning on solid phases in combination with observations of fauna activities using micromorphological techniques.…”
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Aetiopathogenesis, clinico-epidemiological and diagnostic aspects of human ocular trematode infections: a scoping review protocol by Harshi Weerakoon, Kosala Weerakoon, Piyumi Kodithuwakku, Anjana Silva, Susiji Wickramasinghe

“…This protocol outlines a scoping review methodology, which aims to explore the knowledge on the aetiopathogenesis, clinico-epidemiological and diagnostic aspects, and patient perspectives related to ocular trematode infections in humans.Methods and analysis The review, including the development of the review protocol, will be conducted over 2 years from January 2024. …”
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THE BODY OF «GENERAL AI» AS AN ONTO-SOCIAL VERIFIER by Станіслав БЕСКАРАВАЙНИЙ

“…A contradiction is described: between the need for the widest possible use of publicly available “digital twins”, collective knowledge of the world and the need for general AI to have an ontological verifier as the basis for its own subjectivity. …”
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The population structure and habitat use of resident of Mandarin Duck (Aix galericulata) in Wu River (Southwest China) by Canshi Hu

“…This information will contribute to provide baseline knowledge on the resident population of Mandarin ducks, and enhance understanding of the causes and consequences of breeding partial migration.…”
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