2 papers
cs.AI2024
One system for learning and remembering episodes and rules
Joshua T. S. Hewson, Sabina J. Sloman, Marina Dubova
Humans can learn individual episodes and generalizable rules and also successfully retain both kinds of acquired knowledge over time. In the cognitive science literature, (1) learn…
stat.ME2022
A Comparison of Methods for Adaptive Experimentation
Samantha Horn, Sabina J. Sloman
We use a simulation study to compare three methods for adaptive experimentation: Thompson sampling, Tempered Thompson sampling, and Exploration sampling. We gauge the performance o…