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Comparative Inference Model

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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…

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CITA 1 CIM 1 arXiv 1

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ai agents 1 large language models 1 ai research 1 machine learning 1 artificial intelligence 1