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Zheng-Lin Li

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Preprint Aug 2026

OpenLoopEvolve: A Verifiable Self-Evolution Framework for Loop Policies in Long-Horizon Complex Tasks

Treating the Loop Policy as a governable asset can support the accumulation, comparison, release, and reuse of control experience and improve agent performance on long-horizon complex tasks.

Siqi Wang, Xinlin Li, Zheng-Lin Li et al. · 0 citations