Hyper Algorithm Design Agent: Evolving Learnable Optimizer from Zero
This work serves as the first exploration on automating design of complex learning-assisted optimization algorithms by regarding MetaBBO's design loop as coding task, where openendedness is introduced into MetaBBO with recursive self-improvement capability of advanced coding agents.
Zi-Pei Yu, Yue-Jiao Gong, Ze-Yuan Ma et al.
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