@article{expoftsampleefficientreinforcementlearni, title = {EXPO-FT: Sample-Efficient Reinforcement Learning Finetuning for Vision-Language-Action Models}, author = {Perry Dong and Kuo-Han Hung and Tian Gao and Dorsa Sadigh and Chelsea Finn}, year = {2026}, eprint = {2605.25477}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25477}, }