Solving online threat screening games using constrained action space reinforcement learning

Solving online threat screening games using constrained action space reinforcement learning

Large-scale screening for potential threats with limited resources and capacity for screening is a problem of interest at airports, seaports, and other ports of entry. Adversaries can observe screening procedures and arrive at a time when there will be gaps in screening due to limited resource capac...

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Main Authors:	SHAH, Sanket, SINHA, Arunesh, VARAKANTHAM, Pradeep, PERRAULT, Andrew, TAMBE, Millind
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2020
主題:	Airport passenger Linear inequality constraints Markov Decision Processes Potential threats Resource capacity Screening procedures Screening strategy Stackelberg Games Artificial Intelligence and Robotics
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/5077 https://ink.library.smu.edu.sg/context/sis_research/article/6080/viewcontent/AAAI_ShahS.10043.pdf
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