@article{sampleefficientactivealgorithmsforofflin, title = {Sample Efficient Active Algorithms for Offline Reinforcement Learning}, author = {Soumyadeep Roy and Shashwat Kushwaha and Ambedkar Dukkipati}, year = {2026}, eprint = {2602.01260}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.01260}, }