Andreas Doerr

Direct Loss Minimization Inverse Optimal Control

Andreas Doerr, Nathan Ratliff, Jeannette Bohg et al. · 2015 · 35 citations · Full text

Engineering, Computer Science, Robotics Engineering +17

Optimizing Long-term Predictions for Model-based Policy Search

Andreas Doerr, Christian Daniel, Duy Nguyen-Tuong et al. · Conference on Robot Learning · 2017 · 25 citations

Computing, Data Science, Decision Sciences +14

Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds

David Reeb, Andreas Doerr, Sebastian Gerwinn et al. · arXiv (Cornell University) · 2018 · 21 citations · Full text

Computing, Computer Science, Machine Learning +15

Meta-Learning Acquisition Functions for Transfer Learning in Bayesian\n Optimization

Michael Volpp, Lukas P. Fröhlich, Kirsten Fischer et al. · arXiv (Cornell University) · 2019 · 15 citations · Full text

Computing, Computer Science, Knowledge Transfer +16

Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization

Michael Volpp, Lukas P. Fröhlich, Kirsten Fischer et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

Computing, Computer Science, Knowledge Transfer +14