@article{sampleefficientoptimisationwith, title = {Sample-Efficient Optimisation with Probabilistic Transformer Surrogates}, author = {Alexandre Maraval and Matthieu Zimmer and Antoine Grosnit and Rasul Tutunov and Jun Wang and Haitham Bou Ammar}, year = {2022}, eprint = {2205.13902}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2205.13902v2}, }