Chun-Hung Chen

works on

finite-horizon mdp 1 inventory control 1 monte carlo tree search 1 q-function variance 1 recursive variance estimator 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

eess.SY2026

Consistent Variance Estimation for Q-Function Estimators in Finite-Horizon MDP Tree Search

Zhenyu Yue, Jie Xu, Chun-Hung Chen +2

The paper analyzes the variance of Q‑function estimators in finite‑horizon MDP tree search, shows that standard i.i.d. variance estimates are biased, and introduces a consistent re…