Nguyen-Tuong, Duy

8 publications

ECML-PKDD 2021 Active Learning in Gaussian Process State Space Model Hon Sum Alec Yu, Dingling Yao, Christoph Zimmer, Marc Toussaint, Duy Nguyen-Tuong

NeurIPS 2018 Safe Active Learning for Time-Series Modeling with Gaussian Processes Christoph Zimmer, Mona Meister, Duy Nguyen-Tuong

CoRL 2017 Optimizing Long-Term Predictions for Model-Based Policy Search Andreas Doerr, Christian Daniel, Duy Nguyen-Tuong, Alonso Marco, Stefan Schaal, Marc Toussaint, Sebastian Trimpe

JMLR 2017 Stability of Controllers for Gaussian Process Dynamics Julia Vinogradska, Bastian Bischoff, Duy Nguyen-Tuong, Jan Peters

ICML 2016 Stability of Controllers for Gaussian Process Forward Models Julia Vinogradska, Bastian Bischoff, Duy Nguyen-Tuong, Anne Romer, Henner Schmidt, Jan Peters

ECML-PKDD 2015 Safe Exploration for Active Learning with Gaussian Processes Jens Schreiter, Duy Nguyen-Tuong, Mona Eberts, Bastian Bischoff, Heiner Markert, Marc Toussaint

ECML-PKDD 2013 Learning Throttle Valve Control Using Policy Search Bastian Bischoff, Duy Nguyen-Tuong, Torsten Koller, Heiner Markert, Alois C. Knoll

NeurIPS 2008 Local Gaussian Process Regression for Real Time Online Model Learning Duy Nguyen-tuong, Jan R. Peters, Matthias Seeger