f f参与并向国际组织和专家提供建议,就需要将基于人权的结核病方法纳入其工作中,并建议多边援助组织和慈善基金会就需要将基于人权的结核病方法纳入其资金和计划
PC ORDINANCE AMENDMENT 2024-04: The Planning Commission will consider and intends to take action on the adoption of an ordinance amendment initiated by Clenera, LLC and to the Surry County Zoning Ordinance amend Article II - Definitions and Uses, Article III – Zoning Districts and Boundaries, and Article IV – Supplementary Regulations to incorporate and add language including a new section 4-609, regarding definitions, use类型描述,区域需求,申请要求,所需的计划以及电池存储系统的性能标准,以允许在农业农村,M-1和M-2一般工业中使用条件使用许可证。公开听证会根据第15.2-2204条和《弗吉尼亚州法典》(1950年,修订)的第15.2-2285条举行。可以在该县网站上进行审查或获得该拟议条例和相关材料的副本,网址可以在Surry County Center Center,Surry County Center Center,Surry,Surry,Surry County Center,Surry,Surry County Central Center,Surry,Surry County Centry Center,Surry,Surry County Central Center,Surry,Surry Countion和社区发展部,可以检查拟议的条例和拟议条例及相关材料的副本,或者可以检查拟议条例和相关材料的副本。办公时间是星期一至周五上午9:00至下午5:00。
Abstract In many real-world reinforcement learning (RL) problems, besides optimizing the main objective function, an agent must concurrently avoid violating a number of constraints.In particular, besides optimizing performance, it is crucial to guar- antee the safety of an agent during training as well as deployment (e.g., a robot should avoid taking actions - exploratory or not - which irrevocably harm its hard- ware).To incorporate safety in RL, we derive algorithms under the framework of constrained Markov decision processes (CMDPs), an extension of the standard Markov decision processes (MDPs) augmented with constraints on expected cu- mulative costs.Our approach hinges on a novel Lyapunov method.We define and present a method for constructing Lyapunov functions, which provide an ef- fective way to guarantee the global safety of a behavior policy during training via a set of local linear constraints.Leveraging these theoretical underpinnings, we show how to use the Lyapunov approach to systematically transform dynamic programming (DP) and RL algorithms into their safe counterparts.To illustrate their effectiveness, we evaluate these algorithms in several CMDP planning and decision-making tasks on a safety benchmark domain.Our results show that our proposed method significantly outperforms existing baselines in balancing con- straint satisfaction and performance.
该政策规定:• 政策发布日期后启动的项目将在开发过程中纳入数字工程,除非项目决策机构提供例外。• 政策发布日期前启动的项目应在切实可行、有益且经济实惠的情况下尽可能纳入数字工程。• 应在采购战略和系统工程计划中解决数字工程问题。• 数字工程方法、技术和实践支持国防系统的综合工程计划。
32 PONS系列WDM EDFA组合仪,高功率ERBIUM掺杂纤维放大器,它是光学发射器系统中一个网中三个净的核心设备,输入8端口PON+1 PORTS CATV和输出8端口合并结合1550/1490/1310nm。组合的光输出功率:15dBm。插件双电源,实现了OLT和CATV 1550NM光学单一组合和放大的功能,具有高成本性能值。(Erbium掺杂纤维放大器)是光学放大器中的代表性。由于EDFA的波长为1550nm,因此与低损坏的纤维带一致,其技术相对成熟,因此广泛使用。Erbium-doped fiber is the core components of the EDFA, it makes quartz optical fiber as matrix material, and incorporate a certain proportion of rare earth element erbium ions(Er3 +)in the core of a fiber.When certain amount of pump light is injected into the erbium-doped fiber, Er3 + have been excited from the low-energy level to the high energy level, due to Er3 + has a very short高能水平上的寿命,并以非辐射式的形式不久以更高的水平过渡,并形成了该能级和低能水平之间的种群反转分布。由于这两个能级之间的能量完全等于1550nm的光子能量,因此只能发生1550nm光的刺激发射,我们只能扩大1550nm的光学信号。
摘要急救响应者管理(ERM)系统会在收到医疗援助请求时派遣救护车(例如救护车)。erm系统还可以在预先指定的等待位置之间主动重新定位,以涵盖由于事先派遣响应者或预期要求的分配的重大变化而产生的任何差距。最佳重新定义在计算上是充满挑战的,这是因为在未来请求中分配位置和不确定性之间的重新计算方法的指数数量。主动重新定位的最新方法是基于空间分解和蒙特卡洛树搜索的层次结构,这可能需要在几秒钟可以挽救生命的域中每个决策的计算分钟。我们通过基于相同的层次结构的分解,但通过学习替换学习来代替在线搜索,从而为漫长的决策时间问题打扮了漫长的决策时间。To address the computational challenges posed by large, variable-dimensional, and discrete state and action spaces, we propose: (1) actor-critic based agents that incorporate transformers to han- dle variable-dimensional states and actions, (2) projections to fixed-dimensional observations to handle complex states, and (3) combinatorial tech- niques to map continuous actions to discrete al- locations.我们使用来自美国田纳西州纳什维尔和华盛顿州西雅图的两个城市的现实世界数据来评估我们的方法。我们的实验表明,与艺术的状态相比,我们的方法将每个决策的计算时间减少三个数量级,而同时也将平均救护车响应时间稍微降低了5秒。
应注意,由于随着时间的推移,该指南将需要更新此准则,例如背部覆盖范围。未来更新将以4777.2-2020和可能的高级计量基础架构(AMI)和CSIP-AUS功能集合为4777.2-2020。对于以下200 kVa的安装特别需要,以4777.2-2020和可能的AMI融合,以期向CSIP-AUS迁移(基于2030.5-2018的IEEE,适用于澳大利亚),以实现较小的较小的,质量质量的EG安装的安全手段。