501 citations · 645 across the 13 of their papers we have counts for
Showing 2022 · cs.LGShow all
3 papers · 2 filters
cs.LG2022★ 1 cited
Learning Parsimonious Dynamics for Generalization in Reinforcement Learning
Tankred Saanum, Eric Schulz
Humans are skillful navigators: We aptly maneuver through new places, realize when we are back at a location we have seen before, and can even conceive of shortcuts that go through…
cs.LG2022
Stochastic Gradient Descent Captures How Children Learn About Physics
Luca M. Schulze Buschoff, Eric Schulz, Marcel Binz
As children grow older, they develop an intuitive understanding of the physical processes around them. They move along developmental trajectories, which have been mapped out extens…
cs.LG2022★ 8 cited
Modeling Human Exploration Through Resource-Rational Reinforcement Learning
Marcel Binz, Eric Schulz
Equipping artificial agents with useful exploration mechanisms remains a challenge to this day. Humans, on the other hand, seem to manage the trade-off between exploration and expl…