Search Results for author: Lukas Gruber

Found 5 papers, 2 papers with code

Hopular: Modern Hopfield Networks for Tabular Data

no code implementations29 Sep 2021 Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter

In experiments on small-sized tabular datasets with less than 1, 000 samples, Hopular surpasses Gradient Boosting, Random Forests, SVMs, and in particular several Deep Learning methods.

Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER

no code implementations2 Dec 2020 Markus Holzleitner, Lukas Gruber, José Arjona-Medina, Johannes Brandstetter, Sepp Hochreiter

We prove under commonly used assumptions the convergence of actor-critic reinforcement learning algorithms, which simultaneously learn a policy function, the actor, and a value function, the critic.


The History of Mobile Augmented Reality

no code implementations6 May 2015 Clemens Arth, Raphael Grasset, Lukas Gruber, Tobias Langlotz, Alessandro Mulloni, Daniel Wagner

This document summarizes the major milestones in mobile Augmented Reality between 1968 and 2014.

Human-Computer Interaction

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