Andreas Krause

The virtual patient: Developing drugs using modeling and simulation

Andreas Krause, 2010 .

Learning-based Model Predictive Control for Safe Exploration and Reinforcement Learning

Torsten Koller, Felix Berkenkamp, Andreas Krause, 2019, ArXiv.

Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy

Jan Poland, Felix Berkenkamp, Andreas Krause, 2018, 2019 18th European Control Conference (ECC).

Adaptive Sampling for Stochastic Risk-Averse Learning pdf

Stefanie Jegelka, Sebastian Curi, Andreas Krause, 2019, NeurIPS.

A Second Session

Andreas Krause, Melvin Olson, 1997 .

Useful Hints and Techniques

Andreas Krause, Melvin Olson, 1997 .

Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning

Sebastian Curi, Andreas Krause, Markus Gwerder, 2019, IJCAI.

Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization

Sebastian Trimpe, Andreas Krause, Matteo Turchetta, 2019, 2020 IEEE International Conference on Robotics and Automation (ICRA).

The basics of S-Plus

Andreas Krause, Melvin Olson, 2002 .

A system for heuristic modifications on PLA-specifications

Reinhard Rauscher, Andreas Krause, A. Krause, 1996, Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies.

Predicting Program Properties from "Big Code"

Andreas Krause, Martin T. Vechev, Veselin Raychev, 2015, POPL.