Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems
Stochastic Reflective Memory Ascent (SRMA), which accepts a candidate memory only after a grounded evaluation risk strictly decreases, is introduced and provides confidence gating for stochastic evaluation and re-anchoring guarantees for piecewise-stationary environments.
Yi-Hang Chen, Yu-Xiang Chen, Yuxuan Huang et al.
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