@article{processsupervisedreinforcementlearningfo, title = {Process-Supervised Reinforcement Learning for Interactive Multimodal Tool-Use Agents}, author = {Weiting Tan and Xinghua Qu and Ming Tu and Meng Ge and Andy T. Liu and Philipp Koehn and Lu Lu}, year = {2025}, eprint = {2509.14480}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.14480}, }