@article{toprewardtokenprobabilitiesashiddenzeros, title = {TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics}, author = {Shirui Chen and Cole Harrison and Ying-Chun Lee and Angela Jin Yang and Zhongzheng Ren and Lillian J. Ratliff and Jiafei Duan and Dieter Fox and Ranjay Krishna}, year = {2026}, eprint = {2602.19313}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.19313}, }