DISA: Offline Importance Sampling for Distribution-Matching LLM-RL

Shaobo Wang, Yujie Chen, Yafeng Sun +9

Modern reasoning agents are increasingly evaluated on their ability to generate multiple valid solution paths, plans, or tool-use traces for a given input. Standard reward-maximizi…