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  1. NewsRead5 Oct 2026

    Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents

    Comparative value estimation for long-horizon tool-use agents โ€” choosing before acting; arXiv 2610.02330, submitted 1 Oct 2026 (Yu Li, Zheng Zhang, Xin Liu, et al.).

Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents ยท ClawBytes