Liner Xiang

AUG 17, 2026 · PREPRINT

Policy Optimization and Statistical Inference for Online Contextual Matrix Games

arXiv

This is a theoretical computer science preprint proposing a novel algorithmic framework with mathematical guarantees but no clinical, patient, or validated real-world outcome evidence; it demonstrates proof-of-concept in simulation and one unvalidated pricing application.