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Cheng Yang

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Conference Open access 2026

Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement

MUSE is a framework that enables iterative self-improvement through a hierarchical Memory Module that organizes cross-domain insights to facilitate the orchestration of long-horizon workflows and demonstrates that MUSE’s performance scales with the accumulation of insights and exhibits strong cross-task transferability.

Cheng Yang, Xuemeng Yang, Licheng Wen et al. · 2 citations · ⚡1