2 papers
cs.RO2021
Risk-Averse Biased Human Policies in Assistive Multi-Armed Bandit Settings
Michael Koller, Timothy Patten, Markus Vincze
Assistive multi-armed bandit problems can be used to model team situations between a human and an autonomous system like a domestic service robot. To account for human biases such…
cs.LG2019
A Comparison of Prediction Algorithms and Nexting for Short Term Weather Forecasts
Michael Koller, Johannes Feldmaier, Klaus Diepold
This report first provides a brief overview of a number of supervised learning algorithms for regression tasks. Among those are neural networks, regression trees, and the recently…