Alert button
Picture for Andreas Krause

Andreas Krause

Alert button

Safe Exploration for Interactive Machine Learning

Oct 30, 2019
Matteo Turchetta, Felix Berkenkamp, Andreas Krause

Figure 1 for Safe Exploration for Interactive Machine Learning
Figure 2 for Safe Exploration for Interactive Machine Learning
Figure 3 for Safe Exploration for Interactive Machine Learning
Figure 4 for Safe Exploration for Interactive Machine Learning
Viaarxiv icon

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

Oct 29, 2019
Matteo Turchetta, Andreas Krause, Sebastian Trimpe

Figure 1 for Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
Figure 2 for Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
Figure 3 for Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
Figure 4 for Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
Viaarxiv icon

Adaptive Sampling for Stochastic Risk-Averse Learning

Oct 28, 2019
Sebastian Curi, Kfir. Y. Levy, Stefanie Jegelka, Andreas Krause

Figure 1 for Adaptive Sampling for Stochastic Risk-Averse Learning
Figure 2 for Adaptive Sampling for Stochastic Risk-Averse Learning
Figure 3 for Adaptive Sampling for Stochastic Risk-Averse Learning
Figure 4 for Adaptive Sampling for Stochastic Risk-Averse Learning
Viaarxiv icon

No-Regret Learning in Unknown Games with Correlated Payoffs

Oct 28, 2019
Pier Giuseppe Sessa, Ilija Bogunovic, Maryam Kamgarpour, Andreas Krause

Figure 1 for No-Regret Learning in Unknown Games with Correlated Payoffs
Figure 2 for No-Regret Learning in Unknown Games with Correlated Payoffs
Figure 3 for No-Regret Learning in Unknown Games with Correlated Payoffs
Figure 4 for No-Regret Learning in Unknown Games with Correlated Payoffs
Viaarxiv icon

Convergence Analysis of the Randomized Newton Method with Determinantal Sampling

Oct 25, 2019
Mojmír Mutný, Michał Dereziński, Andreas Krause

Figure 1 for Convergence Analysis of the Randomized Newton Method with Determinantal Sampling
Figure 2 for Convergence Analysis of the Randomized Newton Method with Determinantal Sampling
Figure 3 for Convergence Analysis of the Randomized Newton Method with Determinantal Sampling
Figure 4 for Convergence Analysis of the Randomized Newton Method with Determinantal Sampling
Viaarxiv icon

Noise Regularization for Conditional Density Estimation

Jul 21, 2019
Jonas Rothfuss, Fabio Ferreira, Simon Boehm, Simon Walther, Maxim Ulrich, Tamim Asfour, Andreas Krause

Figure 1 for Noise Regularization for Conditional Density Estimation
Figure 2 for Noise Regularization for Conditional Density Estimation
Figure 3 for Noise Regularization for Conditional Density Estimation
Figure 4 for Noise Regularization for Conditional Density Estimation
Viaarxiv icon

Structured Variational Inference in Unstable Gaussian Process State Space Models

Jul 16, 2019
Silvan Melchior, Felix Berkenkamp, Sebastian Curi, Andreas Krause

Figure 1 for Structured Variational Inference in Unstable Gaussian Process State Space Models
Figure 2 for Structured Variational Inference in Unstable Gaussian Process State Space Models
Figure 3 for Structured Variational Inference in Unstable Gaussian Process State Space Models
Figure 4 for Structured Variational Inference in Unstable Gaussian Process State Space Models
Viaarxiv icon

Mixed-Variable Bayesian Optimization

Jul 02, 2019
Erik Daxberger, Anastasia Makarova, Matteo Turchetta, Andreas Krause

Figure 1 for Mixed-Variable Bayesian Optimization
Figure 2 for Mixed-Variable Bayesian Optimization
Figure 3 for Mixed-Variable Bayesian Optimization
Figure 4 for Mixed-Variable Bayesian Optimization
Viaarxiv icon

Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning

Jun 28, 2019
Marcello Fiducioso, Sebastian Curi, Benedikt Schumacher, Markus Gwerder, Andreas Krause

Figure 1 for Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
Figure 2 for Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
Figure 3 for Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
Figure 4 for Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
Viaarxiv icon