@article{rewardtrainingwheelsadaptiveauxiliary, title = {Reward Training Wheels: Adaptive Auxiliary Rewards for Robotics Reinforcement Learning}, author = {Linji Wang and Tong Xu and Yuanjie Lu and Xuesu Xiao}, year = {2025}, eprint = {2503.15724}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.15724v1}, }