CAST: Critique-Aware Supervision Improves Long-Horizon Tool-Calling Agents

Amir Saeidi · hf · 2026-09-01

CAST improves LLM agent reliability in long-horizon tasks by generating structured action-level rationales from sparse outcomes to train both critique and policy models, optimizing the decision-making process.

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