Curi, Sebastian

10 publications

ICLR 2022 Constrained Policy Optimization via Bayesian World Models Yarden As, Ilnura Usmanova, Sebastian Curi, Andreas Krause

AISTATS 2021 Logistic Q-Learning Joan Bas-Serrano, Sebastian Curi, Andreas Krause, Gergely Neu

ICML 2021 Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning Sebastian Curi, Ilija Bogunovic, Andreas Krause

L4DC 2021 Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory Lenart Treven, Sebastian Curi, Mojmír Mutný, Andreas Krause

ICLR 2021 Risk-Averse Offline Reinforcement Learning Núria Armengol Urpí, Sebastian Curi, Andreas Krause

NeurIPS 2020 Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi, Kfir Y. Levy, Stefanie Jegelka, Andreas Krause

NeurIPS 2020 Efficient Model-Based Reinforcement Learning Through Optimistic Policy Search and Planning Sebastian Curi, Felix Berkenkamp, Andreas Krause

L4DC 2020 Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models Sebastian Curi, Silvan Melchior, Felix Berkenkamp, Andreas Krause

ICML 2019 Online Variance Reduction with Mixtures Zalán Borsos, Sebastian Curi, Kfir Yehuda Levy, Andreas Krause

IJCAI 2019 Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning Marcello Fiducioso, Sebastian Curi, Benedikt Schumacher, Markus Gwerder, Andreas Krause