Search Results for author: Andras Kupcsik

Found 3 papers, 0 papers with code

Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications

no code implementations16 Feb 2021 Andras Kupcsik, Markus Spies, Alexander Klein, Marco Todescato, Nicolai Waniek, Philipp Schillinger, Mathias Buerger

In this paper we show that given a 3D model of an object, we can generate its descriptor space image, which allows for supervised training of DONs.

Object

Factored Contextual Policy Search with Bayesian Optimization

no code implementations6 Dec 2016 Peter Karkus, Andras Kupcsik, David Hsu, Wee Sun Lee

Scarce data is a major challenge to scaling robot learning to truly complex tasks, as we need to generalize locally learned policies over different "contexts".

Active Learning Bayesian Optimization +2

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