Can RL Improve Generalization of LLM Agents? An Empirical Study

Zhiheng Xi, Xin Guo, Jiaqi Liu +11

Reinforcement fine-tuning (RFT) has shown promise for training LLM agents to perform multi-turn decision-making based on environment feedback. However, most existing evaluations re…