Eric Xia

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Variance Reduction

Estimation Accuracy

Policy Evaluation

Top Venues

Publications

Eric Xia, Martin J. Wainwright
Krylov-Bellman boosting: Super-linear policy evaluation in general state spaces. AISTATS (2023)
Eric Xia, Martin J. Wainwright
Krylov-Bellman boosting: Super-linear policy evaluation in general state spaces. CoRR (2022)
Koulik Khamaru, Eric Xia, Martin J. Wainwright, Michael I. Jordan
Instance-Dependent Confidence and Early Stopping for Reinforcement Learning. CoRR (2022)
Koulik Khamaru, Eric Xia, Martin J. Wainwright, Michael I. Jordan
Instance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning. CoRR (2021)