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.
· Annual Meeting of the Associ... · 2 citations
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