01Entry
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.).