The metals recycling industry has undergone a revolution thanks to the quick development of computer vision and artificial intelligence (AI), which have made it possible to sort metal trash using efficient and automat...
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multi-sensor data fusion technology has great potential to effectively solve the data compatibility problems inherent in smart devices. However, current methodologies lack high-performance delivery while neglecting ke...
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In this paper, an error tolerance design technique is proposed and demonstrated by 28GHz microstrip directional coupler. By including the tolerance requirement of PCB fabrication errors as one of the objective functio...
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This paper develops a method for addressing the dynamic scene deblurring task by proposing a multi-Scale Feature Extraction and Fusion Module (MSFEFM). Despite image deblurring methods based on "coarse-to-fine&qu...
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The provision of rebate to needy/underprivileged sections of society has been in practice since long in government organizations. The efficacy of such provisions lies in the fact that whether this rebate reaches peopl...
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Water quality prediction methods forecast the future short or long-term trends of its changes, providing proactive advice for water pollution prevention and control. Existing water quality prediction methods only cons...
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Relative overgeneralization (RO) occurs in cooperative multi-agent learning tasks when agents converge towards a suboptimal joint policy due to overfitting to suboptimal behaviors of other *** methods have been propos...
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Relative overgeneralization (RO) occurs in cooperative multi-agent learning tasks when agents converge towards a suboptimal joint policy due to overfitting to suboptimal behaviors of other *** methods have been proposed for addressing RO in multi-agent policy gradient (MAPG) methods although these methods produce state-of-the-art *** address this gap, we propose a general, yet simple, framework to enable optimistic updates in MAPG methods that alleviate the RO *** approach involves clipping the advantage to eliminate negative values, thereby facilitating optimistic updates in *** optimism prevents individual agents from quickly converging to a local ***, we provide a formal analysis to show that the proposed method retains optimality at a fixed *** extensive evaluations on a diverse set of tasks including the multi-agent MuJoCo and Overcooked benchmarks, our method outperforms strong baselines on 13 out of 19 tested tasks and matches the performance on the rest. Copyright 2024 by the author(s)
The ever-growing complexity of IoT networks ignited by their wide scale adoption in applications such as smart cities, the industrial automation, and health care, compelled to develop sophisticated yet resource effici...
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The mobile radar platform will lead to defocusing of the range-Doppler spectra of the echo signal, which will reduce the effect of multi-pulse coherent accumulation and target detection performance. In the one-transmi...
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With the exponential growth of data presentation in recent years, it has become an important and urgent need to quickly extract and integrate key contents from a large number of documents. Currently, there are approac...
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