04:00
2026-10-05
arxiv.org
ai-agents
Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
Researchers proposed Comparative Inference for Tool-use Agents (CITA), a method that trains a Comparative Inference Model (CIM) to estimate the long-horizon value of a possible next tool invocation be…