@article{harmonizingdenseandsparsesignalsinmultit, title = {Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents}, author = {Haojin Yang and Ai Jian and Xinyue Huang and Yiwei Wang and Weipeng Zhang and Ke Zeng and Xunliang Cai and Jingqing Ruan}, year = {2026}, eprint = {2603.01481}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.01481}, }