Can the Environment Speak for Itself? $T^2$-GRPO: A Turn-Trajectory Group Relative Policy Optimization for Caregiver Agents

Yutong Song, Jiang Wu, Pengfei Zhang +4

Optimizing large language models (LLMs) for long-horizon caregiver agents requires balancing delayed task objectives with immediate environment dynamics, such as patient distress a…