@article{earltowardsaunifiedanalysisguidedreinfor, title = {EARL: Towards a Unified Analysis-Guided Reinforcement Learning Framework for Egocentric Interaction Reasoning and Pixel Grounding}, author = {Yuejiao Su and Xinshen Zhang and Zhen Ye and Lei Yao and Lap-Pui Chau and Yi Wang}, year = {2026}, eprint = {2605.14742}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.14742}, }