@article{cantheenvironmentspeakforitselft2grpoatu, title = {Can the Environment Speak for Itself? $T^{2}$-GRPO: A Turn-Trajectory Group Relative Policy Optimization for Caregiver Agents}, author = {Yutong Song and Jiang Wu and Pengfei Zhang and Wenjun Huang and Honghui Xu and Nikil Dutt and Amir M. Rahmani}, year = {2026}, eprint = {2606.08875}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.08875}, }