@article{plannercentricreinforcementlearningforde, title = {Planner-Centric Reinforcement Learning for Deep Research with Structure-Aware Reward}, author = {Mustafa Anis Hussain and Xinle Wu and Yao Lu}, year = {2026}, eprint = {2605.30824}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30824}, }