@article{optimizingtheunknownblackboxbayesianopti, title = {Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning}, author = {Ruiyao Miao and Junren Xiao and Shiya Tsang and Hui Xiong and Yingnian Wu}, year = {2025}, eprint = {2510.19530}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.19530}, }