11 citations · 14 across the 4 of their papers we have counts for
5 papers
A Quadratic Actor Network for Model-Free Reinforcement Learning
Matthias Weissenbacher, Yoshinobu Kawahara
In this work we discuss the incorporation of quadratic neurons into policy networks in the context of model-free actor-critic reinforcement learning. Quadratic neurons admit an exp…
On -effects from -branes in
Matthias Weissenbacher
In this work we study type IIB Calabi-Yau orientifold compactifications in the presence of space-time filling D7-branes and O7-planes. In particular, we conclude that -co…
Temporally Folded Convolutional Neural Networks for Sequence Forecasting
Matthias Weissenbacher
In this work we propose a novel approach to utilize convolutional neural networks for time series forecasting. The time direction of the sequential data with spatial dimensions $D=…
-Corrections and de Sitter Vacua - a Mirage?
Matthias Weissenbacher
In this work we analyze the role of -corrections to type IIB orientifold compactifications in Kähler moduli stabilization and inflation. In particular, we propose a model indep…
F-theory Vacua and -Corrections
Matthias Weissenbacher
In this work we analyze F-theory and Type IIB orientifold compactifications to study -corrections to the four-dimensional, effective actions. In particular, w…