Selective imitation for efficient online reinforcement learning with pre-collected data by Chanin Eom, Dongsu Lee, Minhae Kwon

“…The policy is trained using both buffers to increase the Q objective and imitate the actions in the dataset. …”
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A Formal Approach to Road Safety Assessment Using Traffic Conflict Techniques by Oumaima Barhoumi, Mohamed H. Zaki, Sofiene Tahar

“…Furthermore, we observed that shockwave speed could contribute to traffic conflicts by enabling evasive actions such as sudden braking or lane changes as the risk of collisions increases. …”
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Study on flame fractal characteristics of coal dust explosion at the decompression position of Hartmann tube by Zemiao Yang, Ke Gao, Yinhui Wang

“…When the particle size of coal dust is constant, the fractal dimension increases first and then decreases with the increase of concentration. …”
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Gaze–Hand Steering for Travel and Multitasking in Virtual Environments by Mona Zavichi, André Santos, Catarina Moreira, Anderson Maciel, Joaquim Jorge

“…We present a gaze–hand steering technique that combines eye tracking with hand pointing: users steer only when gaze aligns with a hand-defined target, reducing unintended actions and enabling free look. Speed is controlled via either a joystick or a waist-level speed circle. …”
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Hardware implementation of Boolean functions based on the automaton model by A. A. Butov

“…Currently, electronic control devices are increasingly being introduced into various household and production products. …”
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Precision autofocus in optical microscopy with liquid lenses controlled by deep reinforcement learning by Jing Zhang, Yong-feng Fu, Hao Shen, Quan Liu, Li-ning Sun, Li-guo Chen

“…The experimental results demonstrate that the proposed liquid lens microscope with DRLAF exhibits high robustness, achieving a 79% increase in speed compared to traditional search algorithms, a 97.2% success rate, and enhanced generalization compared to other deep learning methods.…”
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Basal ganglia components have distinct computational roles in decision-making dynamics under conflict and uncertainty. by Nadja R Ging-Jehli, James F Cavanagh, Minkyu Ahn, David J Segar, Wael F Asaad, Michael J Frank

“…The basal ganglia (BG) play a key role in decision-making, preventing impulsive actions in some contexts while facilitating fast adaptations in others. …”
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Artificial Intelligence in the Politics of the EU and China by Nikolay V. Litvak, Natalia B. Pomozova

“…The examples of problems of ethics, competition, and security show the differences in the regulation of AI implementation processes, as well as the uncertainty that increasingly determines the actions of European politicians. …”
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DYNAMIC DISCIPLINE OF PARALLEL SERVICE IN CONCEPT FLIGHT AND FLOW – INFORMATION FOR A COLLABORATIVE ENVIRONMENT by L. E. Rudel'son, S. N. Smorodskiy, V. A. Chernyshyova

“…Following the instructions of the dispatcher, the pilot either proceeds to the bypass route, or changes either the altitude or speed. Minimal interference in the actions of the pilot is one of the criteria for assessing the controller’s work. …”
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A Design of Workflow-Based Automated Failure Recovery Framework in IoT Edge Environment by Phuong Bac Ta, Vitumbiko Mafeni, Younghan Kim

“…Although short-term resource usage increases (not exceeding 30% of system capacity) occur during recovery, this trade-off is justified by significant gains in recovery speed, reliability, and data preservation, ensuring stable service operation in IoT Edge environments.…”
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Study of Enhancing Sludge Anaerobic Fermentation Performance by Nano Zero-valent Iron Synergized with Sodium Percarbonate by JIN Baodan, JIA Yusheng, DENG Weiling, GU Jiayu, WANG Jiacheng, LIU Ye, WANG Baogui, JI Jiantao

“…The protein concentration first increased and then decreased with nZVI addition, while polysaccharides increased with nZVI addition. …”
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Impacts of Online Banking on Customer Satisfaction in Commercial Banks in the 2nd District of Albay by Laurence Bernadette Abapo

“…It also aimed to formulate recommendations and an action plan for online banking services to enhance customer satisfaction. …”
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Quantitative Evaluation for Reinforcement Effect of Auxiliary Steel Beams Based on Running Safety and Dynamic Response by Gong Kai, Liu Linya, Xiang Jun, Yang Haiming, Yu Cuiying

“…Compared with the previous speed (115.56 km/h), the speed is 132.73 km/h after the auxiliary steel beam reinforcement; at the same time, the allowable limit speed increases from 92.49 km/h to 106.18 km/h. …”
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Transient Protection of UHV Busbars Based on Standardized VMD-Shannon Entropy by Zhenwei Guo, Yongyan Jiang, Zebo Huang, Yangsheng Liu

“…Transient bus protection exhibits ultra-high-speed action, yet displays low reliability under weak fault conditions. …”
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The influence of the end shape of the liquid jet on its impact onto a dry wall by A.A. Aganin, T.S. Guseva

“…For all the considered values of б, the mean level of the wall pressure remains close to that in the hemispherically-ended jet case (б = 1). With decreasing б, the characteristic size of the maximum pressure load area and the radius of its central part with the quasi-uniform load increase.…”
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Effect of Warning System on Interactive Driving Behavior at Unsignalized Intersection under Fog Conditions: A Study Based on Multiuser Driving Simulation by Yunfan Zhang, Xuedong Yan, Jiawei Wu, Ke Duan

“…Compared to conditions without ICWS, the ICWS could help drivers make collision avoidance actions earlier and change the speed more smoothly. …”
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Laser ablation behavior subjected to subsonic airflow at different spatial positions by Xiaoying LIU, Chenghua WEI, Shuyu HUANG, Fenggui LU

“…In order to study the interactions between laser energy, surface airflow, spatial position and metal materials in the process of laser ablation, a fluid-structure-coupled laser ablation model considering the combined action of subsonic tangential flow and spatial position of workpiece to induce melt removal is proposed, and by comparison with high-speed images, the rationality of the model is verified. …”
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MARKETING AUDIT AS A TOOL OF MARKETING ANALYTICS by Valentyna Litynska

“…Based on the generalization of approaches to the interpretation of the concept of «marketing audit» and factors that have a significant impact on this concept, it is proposed to define marketing audit as an improved tool used by companies for in-depth analysis of their marketing activities in order to identify opportunities for increasing efficiency and competitiveness.  A marketing audit is not only an analysis of a company’s marketing strategies and actions, but also a systematic review of its marketing activities taking into account changing market conditions and internal factors. …”
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CORN SILK TEA EXTRACT AS ANTIDIABETIC : A REVIEW by Ila Maratush Shalihah, Vega Yoesepa Pamela, Septariawulan Kusumasari

“…Patients with diabetes mellitus are characterized by high blood glucose levels (hyperglycemia) due to a lack of insulin secretion, insulin action, or both. Decreasing blood sugar levels can be done in several ways, namely by diet and consumption of drugs. …”
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Measuring. Monitoring. Management. Control by F.A. Bobylev, D.A. Tashlintsev, V.M. Chaykovskiy

“…The construction of a meter based on MK makes it possible to implement a fairly universal meter of the recharge time of the TIR structure, the reaction voltage of which to an external impulse action will have an exponential component in its composition, not of a decreasing type, but of an established one. …”