2 papers
stat.ML2025
Distributionally Robust Online Markov Game with Linear Function Approximation
Zewu Zheng, Yuanyuan Lin
The sim-to-real gap, where agents trained in a simulator face significant performance degradation during testing, is a fundamental challenge in reinforcement learning. Extansive wo…
stat.ML2025
Adaptive debiased SGD in high-dimensional GLMs with streaming data
Ruijian Han, Lan Luo, Yuanhang Luo +2
Online statistical inference facilitates real-time analysis of sequentially collected data, making it different from traditional methods that rely on static datasets. This paper in…