Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents

arXiv:2607.12397 · cs.AI · Submitted 2026-07-14 · Read on arXiv

cs.AI

Submitted: 2026-07-14

Updated: 2026-10-06

Terminology

• AUC — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Pseudo-labels — 1× in this paper · explained in 2 episodes

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