CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents

Amir Saeidi, Zehua Zhang, Rishitosh Singh +6

Large language model (LLM) agents are increasingly deployed in long-horizon, interactive, and stateful environments. In these settings, a single wrong action, such as refunding the…