Felix Berkenkamp
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
5
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Scalable Meta-Learning with Gaussian Processes. | Petru Tighineanu, Lukas Grossberger, Paul Baireuther, Kathrin Skubch, Stefan Falkner, Julia Vinogradska, Felix Berkenkamp |
| 2024 | ICML | MALIBO: Meta-learning for Likelihood-free Bayesian Optimization. | Jiarong Pan, Stefan Falkner, Felix Berkenkamp, Joaquin Vanschoren |
| 2023 | AISTATS | Model-Based Uncertainty in Value Functions. | Carlos E. Luis, Alessandro G. Bottero, Julia Vinogradska, Felix Berkenkamp, Jan Peters |
| 2022 | AISTATS | Transfer Learning with Gaussian Processes for Bayesian Optimization. | Petru Tighineanu, Kathrin Skubch, Paul Baireuther, Attila Reiss, Felix Berkenkamp, Julia Vinogradska |
| 2022 | ICLR | On-Policy Model Errors in Reinforcement Learning. | Lukas P. Frhlich, Maksym Lefarov, Melanie N. Zeilinger, Felix Berkenkamp |
| 2020 | ICLR | Keep Doing What Worked: Behavior Modelling Priors for Offline Reinforcement Learning. | Noah Y. Siegel, Jost Tobias Springenberg, Felix Berkenkamp, Abbas Abdolmaleki, Michael Neunert, Thomas Lampe, Roland Hafner, Nicolas Heess, Martin A. Riedmiller |
| 2019 | ICLR | Information-Directed Exploration for Deep Reinforcement Learning. | Nikolay Nikolov, Johannes Kirschner, Felix Berkenkamp, Andreas Krause |
| 2018 | CoRL | The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems. | Spencer M. Richards, Felix Berkenkamp, Andreas Krause |
| 2018 | ICRA | Verifying Controllers Against Adversarial Examples with Bayesian Optimization. | Shromona Ghosh, Felix Berkenkamp, Gireeja Ranade, Shaz Qadeer, Ashish Kapoor |
| 2017 | ICRA | Virtual vs. real: Trading off simulations and physical experiments in reinforcement learning with Bayesian optimization. | Alonso Marco, Felix Berkenkamp, Philipp Hennig, Angela P. Schoellig, Andreas Krause, Stefan Schaal, Sebastian Trimpe |
| 2016 | ICRA | Safe controller optimization for quadrotors with Gaussian processes. | Felix Berkenkamp, Angela P. Schoellig, Andreas Krause |