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两个流的故事：来自人类行为和神经精神病学的增强学习模型
从人类决策的行为研究中汲取灵感，我们在这里提出了一个更一般，更灵活的参数框架，用于加强学习，将标准Q学习扩展到处理积极和负面奖励的两流模型，并允许将广泛的奖励处理偏见 - 使人相互作用的重要组成部分，使得跨越多种多样的社会的重要组成部分，以实现跨越的范围。系统以及与正常奖励处理中断相关的各种神经精神疾病。From the computational perspective, we observe that the proposed Split-QL model and its clinically inspired variants consistently outperform standard Q-Learning and SARSA methods, as well as recently proposed Double Q-Learning approaches, on simulated tasks with particular reward distributions, a real-world dataset capturing human decision-making in gambling tasks, and the Pac-Man game in a lifelong learning setting across different reward stationarities.
Bee City校园申请表
我们的校园是2021年创建的三个本地蜜蜂栖息地的所在地。在小的4x4英尺图中，将土壤与沙子混合到经过证明的排水，并在该地区种植了蜜蜂友好的植物。为了向社区教育该地区常见的本地蜜蜂类型，放置了一个大标志。校园中的标志是“校园生物多样性自然步道”的一部分，为我们校园中提供了有关传粉媒介的其他信息。The sign leads to the URL: https://johnabbott.qc.ca/pollinators-small-size-big-impact Our recently planted “First People's Garden” or Kahnikonri:io Garden is linked to a webpage which provides more information about each species of native plant: https://johnabbott.qc.ca/sustainabilities/campus-biodiversity This区域还充当室外教室和活动空间，学生可以在这里了解本地植物并参加土著仪式。在2022年种植了一个授粉花园，作为学生项目的一部分。花园i h d h t d t l b t lli t f i dl l t thi
勇敢的新世界 - 胃癌的新和新兴疗法
then, efforts to build on chemotherapy did not have a major impact on survival times and—with the exception of human epidermal growth factor receptor 2 (HER2)- directed treatments with trastuzumab (3) or more recently trastuzumab deruxtecan (T-DXd) (4)—clinical trials evaluating so-called targeted therapies in GC were on the whole disappointing.现在，该领域内有一种强烈的意义，这已经改变了。最著名的是Claudin 18.2和成纤维细胞生长因子受体2B（FGFR2B），其中Zolbetuximab和Bemarituzumab（5）可能在不久的将来得到批准。免疫检查点抑制剂（ICI）类药物对整个肿瘤学领域产生了巨大影响，2021年看到了GC中的第一个具有里程碑意义的研究，这些研究使ICIS成为护理标准的一部分。在这篇综述中，我们将讨论ICI类在该疾病中的影响，重点是晚期疾病环境，并讨论GC中新的和新兴的目标和治疗策略。
量子密码学中的单向性 - 滴
单向函数的存在是经典cryp-图表中最基本的假设之一。在量子世界中，有些证据表明，即使单向函数不存在，也可以存在一些加密原语[Kretschmer，TQC 2021; Morimae和Yamakawa，Crypto 2022； Ananth，Qian和Yuen，Crypto 2022]。因此，我们在量子密码学中存在以下重要的开放问题：量子密码学中最基本的假设是什么？In this direction, [Brakerski, Canetti, and Qian, ITCS 2023] recently defined a notion called EFI pairs, which are pairs of efficiently generatable states that are statistically distinguishable but computationally indistinguishable, and showed its equivalence with some cryptographic primitives including commitments, oblivious transfer, and general multi-party computations.但是，他们的工作着重于决策类型的基础，并且不涵盖搜索类型的原始图，例如量子货币和数字签名。在本文中，我们研究了单向状态发生器（OWSG）的性质，这是Morimae和Yamakawa提出的单向函数的量子类似物。我们首先重新访问OWSG的定义，并通过允许混合输出状态进行概括。然后我们显示以下结果。
2024年4月23日 - 医学分钟 - 帮助计划荣誉志愿者|研究人员检查肝病的差异|寄养者们展示大回合
Jessica Voit，M.D。, an Assistant Professor in the Division of Geriatric Medicine, and Patricia Reyher, M.S.N., RN , an elder life nurse specialist, co-leaders of UT Southwestern's Hospital Elder Life Program (HELP), recently hosted a banquet honoring and recognizing the efforts of Comets HELP, a group of UT Dallas pre-med students who engage in weekly volunteer activities at Clements University Hospital.全国认可，帮助是一种参考标准模型，旨在提高老年人医院护理的质量和有效性。2018年，老年医学部与UT Dallas Hobson Wildenthal Honors College合作，教育和培训学生的老年原则。“作为计划的一部分，学生将了解预防妄想的策略，” Voit博士说。“他们与被送往医院的老年人进行活动和干预措施，这可以帮助降低ir妄和功能下降的速度。”今年，有60名学生志愿者专门为老年病房和急诊科的患者提供超过1,650小时的照顾。
2022 年年度报告
Moving towards the target set for the next five years for HSL, we have been working tirelessly on developing cyber security solutions in hydropower and grid-tied power electronic converters to make the system hackfree, and secure by developing countermeasures. In addition, to support the aim of self-sustainable system and achieve efficient management of waste, our proposal for the design and development of a waste-fueled battery charging station using solar-assisted plasma pyrolysis has been approved for funding by the Ministry of Education under the Swachhta Action Plan scheme. With a major contribution of research project grants, the laboratory is equipped with various high-end technological instruments such as Typhoon HIL-604, dSPACE Microlabbox, and OPAL-RT real-time controllers for hardware in-loop simulations. At present, through an industry sponsored research project, HSL develops a laboratory prototype for real-time monitoring & operation of hydropower plants and a black start controller for variable speed hydro- generating units. With the financial support of The Ministry of Ports, Shipping and Waterways, HSL has designed recently a promising work model for marine transportation electrification. The HSL research family's humble and heartfelt thanks to the faculty colleagues, Head of Department, Deans, and the Director, IIT Roorkee for all the generous support.
细胞串扰驱动糖尿病肾脏疾病的间质转分化
虽然肾小球功能和结构的变化可能会预示糖尿病肾脏疾病（DKD），但许多研究突显了小管互化在DKD进展中的重要性。的确，像许多形式的慢性肾小球病一样，小管互化纤维化可能是DKD进展的最重要决定因素。在DKD中，管状变化对肾小球功能的影响的基础机制吸引了许多研究者，因此，在许多最近的研究中，肾小管细胞和肾小球细胞之间串扰的信号机制一直是研究的重点。此外，最近药物（例如SGLT-2阻滞剂）对肾小球滤过率（GFR）下降和减少蛋白尿的降低的观察结果，其主要作用机理在近端小管上，进一步增强了肾小管和肾小球细胞之间的跨对词的概念。Recently, the focus of research on the pathogenesis of DKD has primarily centered around exploring the cross-talk between various signaling pathways in the diabetic kidney as well as cross-talk between tubular and glomerular endothelial cells and podocytes with special relevance to epithelial-to-mesenchymal transition (EMT) and endothelial- to-mesenchymal transition (EndoMT).本综述的重点是提供糖尿病肾中细胞对细胞串扰的一般描述，并通过与DKD的生理学和病理生理学有关的证据来强调这些概念。
大型铅酸存储电池的尺寸
有关本指南的书面建议可以通过NRC的公共网站在NRC库的NRC公共网站上提交，网址为https://www.nrc.gov/reading-rm/reading-rm/doc-collections/reg-guides/reg-guides/index.html，在文档收集下，在监管指导下，在监管指南中https://www.nrc.gov/reading-rm/doc-collections/reg-guides/contactus.html，将在“监管指南”系列的未来更新和增强中进行考虑。在新指南的开发过程中，应在评论期内提交，以立即考虑。如果实用或可以考虑以后的更新，则将考虑在评论期之外收到的建议。Electronic copies of this RG, previous versions of RGs, and other recently issued guides are also available through the NRC's public web site in the NRC Library at https://www.nrc.gov/reading-rm/doc-collections/reg-guides/index.html/ under Document Collections, in Regulatory Guides.此RG也可以通过NRC的机构范围内的文档访问和管理系统（ADAMS）获得，网址为http://www.nrc.gov/reading-rm/adams.htm l，根据Adams Accession编号（编号）ML23118A344。监管分析可以在Adams的登记号下找到ML22307A144。相关指南DG-1418草案可以在Adams找到，ML22307A132，工作人员对DG-1418的公众评论的答复可以在Adams Compession No.ML23118A345。
审查糖尿病肾病药理管理的进展：2022年国际更新
摘要：糖尿病性肾病（DN）是终末期肾脏疾病（ESRD）世界宽的主要原因。其发病机理涵盖了涉及升高的倾向性和全身压力，肾素 - 血管紧张素系统（RAS）的活性增加的功能变化，以及氧化应激以及最终的肾纤维化发展。DN的管理涉及血压（BP）和血糖靶标的优化。但是，这些危险因素的治疗减慢，但不会停止DN的进展。血脂异常和2型糖尿病（T2DM）的创新药理学疗法在弥合这一差距并减轻传统风险因素管理以外的DN的残留风险方面可以发挥关键作用。Glucagon-like pep- tide-1 receptor agonists (GLP-1 RAs), sodium-glucose cotransporter-2 inhibitors (SGLT-2is), and inhibitors of mineralocorticoid receptor-mediated sodium reabsorption are recently introduced drug classes that have been shown to have positive effects on kidney function in individuals with T2DM.这篇综述的目的是提供有关可用的治疗选择的最新信息，以防止或减慢糖尿病患者的DN发作和进展。
一项关于尼泊尔水电前景的研究
尼泊尔由于电力和燃料供应的严重短缺而面临严重的能源危机，尽管它的水力资源大量仍然没有开发。该国对能源进口，存储不足以及国内发电来源的多样性的严重依赖对其能源安全提出了关键的挑战。同时，尼泊尔是最容易受到气候变化的国家之一。With hydrogen recently emerging as a promising solution within the dynamically developing global energy landscape, this paper attempts to explore the prospect of hydrogen application for the unique context of Nepal where surplus electricity generated by hydropower during wet season, which otherwise would have been curtailed, could potentially be converted to hydrogen for electricity regeneration to meet the demand during dry season and/or electrifying and decarbonizing its major energy end-use sectors such as transport部门。讨论了合理的氢值链，并估计了假设的水力发电和水力发电途径的电势。这项初步研究有望帮助提高政策制定者的认识，并作为对尼泊尔以及其他具有丰富土著能源资源并面临类似能源相关挑战的发展中国家的氢机会进一步调查的基准。