Author of the publication

Decomposition of Uncertainty for Active Learning and Reliable Reinforcement Learning in Stochastic Systems.

, , , and . CoRR, (2017)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks., , , and . ICLR (Poster), OpenReview.net, (2017)A Neural Reinforcement Learning Approach to Gas Turbine Control., , , and . IJCNN, page 1691-1696. IEEE, (2007)Learning Control Policies for Variable Objectives from Offline Data., , , , and . SSCI, page 1674-1681. IEEE, (2023)Why long model-based rollouts are no reason for bad Q-value estimates., , , and . CoRR, (2024)Quantum Policy Iteration via Amplitude Estimation and Grover Search - Towards Quantum Advantage for Reinforcement Learning., , , and . Trans. Mach. Learn. Res., (2023)Generating interpretable reinforcement learning policies using genetic programming., , and . GECCO (Companion), page 23-24. ACM, (2019)Automatic Trade-off Adaptation in Offline RL., , and . ESANN, (2023)Safe Policy Improvement Approaches on Discrete Markov Decision Processes., , , and . ICAART (2), page 142-151. SCITEPRESS, (2022)Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning., , and . SSCI, page 1-8. IEEE, (2021)Uncertainty Propagation for Efficient Exploration in Reinforcement Learning., and . ECAI, volume 215 of Frontiers in Artificial Intelligence and Applications, page 361-366. IOS Press, (2010)