@article{fromevidencetotrajectoryabductivereasoni, title = {From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents}, author = {Muzhi Li and Jinhu Qi and Yihong Wu and Minghao Zhao and Liheng Ma and Yifan Li and Xinyu Wang and Yingxue Zhang and Ho-fung Leung and Irwin King}, year = {2025}, eprint = {2509.23071}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.23071}, }