@article{acceleratingresidualreinforcementlearnin, title = {Accelerating Residual Reinforcement Learning with Uncertainty Estimation}, author = {Lakshita Dodeja and Karl Schmeckpeper and Shivam Vats and Thomas Weng and Mingxi Jia and George Konidaris and Stefanie Tellex}, year = {2025}, eprint = {2506.17564}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.17564v1}, }