← Search

Eric Xia

2 accepted papers

2023

Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces

AISTATS 2023poster

We present and analyze the Krylov–Bellman Boosting algorithm for policy evaluation in general state spaces. It alternates between fitting the Bellman residual using non-parametric regression (as in boosting), and estimating the value function via the least-squares temporal difference (LSTD) procedur…

Cited by 3SourcePDFScholar