OR-Agent: Bridging Evolutionary Search and Structured Research for Automated Heuristic Design
A hierarchical, optimization-inspired reflection system in which short-term reflections act as verbal gradients, long-term reflections as verbal momentum, and memory compression as semantic weight decay are introduced - collectively forming a principled mechanism for governing research dynamics.
Qi Liu, Ruo-Chen Hao, Can Li et al.
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