| Model-based uncertainty in value functions CE Luis, AG Bottero, J Vinogradska, F Berkenkamp, J Peters International Conference on Artificial Intelligence and Statistics, 8029-8052, 2023 | 5 | 2023 |
| Information-theoretic safe exploration with gaussian processes A Bottero, C Luis, J Vinogradska, F Berkenkamp, JR Peters Advances in Neural Information Processing Systems 35, 30707-30719, 2022 | 4 | 2022 |
| Analysis of a two species TASEP as a model for heterogeneous transport on microtubules A Bottero, E Frey Theoretical and Mathematical Physics, 2017 | 2 | 2017 |
| Information-Theoretic Safe Bayesian Optimization AG Bottero, CE Luis, J Vinogradska, F Berkenkamp, J Peters arXiv preprint arXiv:2402.15347, 2024 | | 2024 |
| Constrained controlling of a computer-controlled system AG Bottero, CEL Goncalves, F Berkenkamp, J Peters, J Vinogradska US Patent App. 18/331,751, 2024 | | 2024 |
| Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization CE Luis, AG Bottero, J Vinogradska, F Berkenkamp, J Peters arXiv preprint arXiv:2312.04386, 2023 | | 2023 |
| Value-Distributional Model-Based Reinforcement Learning CE Luis, AG Bottero, J Vinogradska, F Berkenkamp, J Peters arXiv preprint arXiv:2308.06590, 2023 | | 2023 |
