@misc{Xie2026Tips,
	title={Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs}, 
	author={Yutao Xie, Nathaniel Thomas, Nicklas Hansen, Yang Fu, Li Erran Li, Xiaolong Wang},
	booktitle={International Conference on Learning Representations (ICLR)},
	year={2026}
}