Information-Gain Calibrated On-Policy Distillation for Deep Search Agents

Chenxi Li, Xueyang Feng, Songyang Liu +4

On-policy distillation (OPD) has recently emerged as a promising approach for transferring the capabilities of large agents to compact students. In deep search, where agents iterat…