@article{varpreinforcementlearningfromvision, title = {VARP: Reinforcement Learning from Vision-Language Model Feedback with Agent Regularized Preferences}, author = {Anukriti Singh and Amisha Bhaskar and Peihong Yu and Souradip Chakraborty and Ruthwik Dasyam and Amrit Bedi and Pratap Tokekar}, year = {2025}, eprint = {2503.13817}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.13817v1}, }