26 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning
Christian Steinparz, Thomas Schmied, Fabian Paischer +5
In lifelong learning, an agent learns throughout its entire life without resets, in a constantly changing environment, as we humans do. Consequently, lifelong learning comes with a…
cs.AI2020★ 26 cited
ProjectionPathExplorer: Exploring Visual Patterns in Projected Decision-Making Paths
Andreas Hinterreiter, Christian Steinparz, Moritz Schöfl +2
In problem-solving, a path towards solutions can be viewed as a sequence of decisions. The decisions, made by humans or computers, describe a trajectory through a high-dimensional…