10 citations · 11 across the 3 of their papers we have counts for
3 papers · 1 filter
Learning Robust Controllers Via Probabilistic Model-Based Policy Search
Valentin Charvet, Bjørn Sand Jensen, Roderick Murray-Smith
Model-based Reinforcement Learning estimates the true environment through a world model in order to approximate the optimal policy. This family of algorithms usually benefits from…
Odd-One-Out Representation Learning
Salman Mohammadi, Anders Kirk Uhrenholt, Bjørn Sand Jensen
The effective application of representation learning to real-world problems requires both techniques for learning useful representations, and also robust ways to evaluate propertie…
Probabilistic selection of inducing points in sparse Gaussian processes
Anders Kirk Uhrenholt, Valentin Charvet, Bjørn Sand Jensen
Sparse Gaussian processes and various extensions thereof are enabled through inducing points, that simultaneously bottleneck the predictive capacity and act as the main contributor…