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Dynamic target assignment is a crucial technology in multi-UAV air combat, which significantly enhances UAV strike efficiency. To this end, we introduce the expert experience soft actor-critic (EESAC) algorithm. Our simulations show that the EESAC algorithm better solves the dynamic target assignment problem in multi-UAV air combat.

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This page is a summary of: Expert Experience Soft Actor–Critic for Unmanned Aerial Vehicle Dynamic Target Assignment, Journal of Aerospace Information Systems, May 2025, American Institute of Aeronautics and Astronautics (AIAA),
DOI: 10.2514/1.i011435.
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