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Keywords: Gaussian process
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011005.
Paper No: JCISE-22-1032
Published Online: August 5, 2022
... a fraction of the computational overhead. To further ensure the robustness of process stability, we adopt another surrogate, the Gaussian process, to predict the variance of the stability index at unexplored design points and identify the robust stability boundary per the conditional value at risk (CVaR...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051003.
Paper No: JCISE-19-1275
Published Online: April 21, 2020
.... , Magel , L. , Mueller , J. , Shutin , D. , and Merino , L. , 2016 , “ Decentralized Multi-Agent Exploration With Online-Learning of Gaussian Processes ,” 2016 IEEE International Conference on Robotics and Automation (ICRA) , Stockholm, Sweden , May 16–21 , IEEE , pp. 4222 – 4229...