Stagewise Reinforcement Learning and the Geometry of the Regret Landscape

Chris Elliott, Einar Urdshals, David Quarel +2

Singular learning theory characterizes Bayesian learning as an evolving tradeoff between accuracy and complexity, with transitions between qualitatively different solutions as samp…