Li, Y., Zhang, Z., Liu, X., Yang, S., Cai, G., & Feng, L. (2026). Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents. https://omanscience.com/ar/articles/choosing-before-acting-comparative-value-estimation-for-long-horizon-tool-use-agents