eess.SY · 2026-08-12 · No. 82

Systems and Control, 2026-08-12.

1 new papers in eess.SY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Optimal Stopping of Self-Refining Foundation Models

    Kim Hammar, Tansu Alpcan, Emil C. Lupu

    eess.SY · cs.AI

    Foundation models can improve their outputs through a self-refinement process driven by external feedback. In this process, the model is embedded in an iterative loop where it generates outputs, receives feedback from verifiers, and refines its responses through in-context learning. Following a novel approach, we formalize this process as an optimal stopping problem where the number of refinement iterations is decided based on expected...

    arxiv.org/abs/2608.10729 · PDF

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