@article{ttvsboostingselfexploringreinforcementle, title = {TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis}, author = {Sikai Bai and Haoxi Li and Jie Zhang and Yongjiang Liu and Song Guo}, year = {2026}, eprint = {2604.08468}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.08468}, }