@article{hiperhierarchicalreinforcementlearningwi, title = {HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents}, author = {Jiangweizhi Peng and Yuanxin Liu and Ruida Zhou and Charles Fleming and Zhaoran Wang and Alfredo Garcia and Mingyi Hong}, year = {2026}, eprint = {2602.16165}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.16165}, }