Optimization

Learning an Opponent-aware Anti-jamming Strategy via Online Convex Optimization
Liangqi Liu, Wenqiang Pu, Yingru Li, Bo Jiu, Zhi-Quan Luo
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Radar Anti-jamming Strategy Learning via Domain-knowledge Enhanced Online Convex Optimization
Liangqi Liu, Wenqiang Pu, Yingru Li, Bo Jiu, Zhi-Quan Luo
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Divergence-augmented policy optimization
Stabilizing policy optimization when off-policy data are reused, addressing the data efficiency issue in RL for real-world problems.
Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang
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