Preprint
Aug 2026
$\varepsilon$-MemEvo: Adaptive Cross-Task Memory Transfer for LLM Program Evolution
The $\varepsilon$-MemEvo framework for cross-task knowledge transfer in LLM program evolution stores prior experience as task-agnostic tactic memories: compact natural-language summaries of successful algorithmic strategies rather than raw code, enabling transfer across tasks with different APIs and evaluators.
Aofan Liu, Shiyuan Song, Yiyan Qi
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