@article{infomemtraininglongcontextmemoryagentswi, title = {InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain}, author = {Tiancheng Han and Yong Li and Wuzhou Yu and Qiaosheng Zhang and Wenqi Shao}, year = {2026}, eprint = {2606.03329}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.03329}, }