Reinforcement Learning & Sequential Decision-Making on Xiaowei Zhang

Reinforcement Learning & Sequential Decision-Making on Xiaowei Zhang https://xiaoweiz.github.io/research_areas/reinforcement-sequential-decisions/ Recent content in Reinforcement Learning & Sequential Decision-Making on Xiaowei Zhang Source Themes academia (https://sourcethemes.com/academic/) en-us Copyright © {year} Fri, 21 Aug 2026 00:51:44 +0800 Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity https://xiaoweiz.github.io/publication/causal-rl/ Fri, 21 Aug 2026 00:51:44 +0800 https://xiaoweiz.github.io/publication/causal-rl/ SPARKLE: A Nonparametric Approach for Online Decision-Making with High-Dimensional Covariates https://xiaoweiz.github.io/publication/sparkle/ Thu, 06 Aug 2026 14:42:08 +0800 https://xiaoweiz.github.io/publication/sparkle/ Dynamic Cloud Service-Capacity Deployment with Costly Response Readiness https://xiaoweiz.github.io/publication/cloud-service-depoly/ Sun, 26 Jul 2026 21:28:42 +0800 https://xiaoweiz.github.io/publication/cloud-service-depoly/ On the Suboptimality of GP-UCB under Polynomial Effective Optimism https://xiaoweiz.github.io/publication/gpucb/ Wed, 20 May 2026 10:09:14 +0800 https://xiaoweiz.github.io/publication/gpucb/ Seesaw Experimentation: A/B Tests with Spillovers https://xiaoweiz.github.io/publication/seesaw/ Wed, 01 Jan 2025 20:40:11 +0800 https://xiaoweiz.github.io/publication/seesaw/ Dynamic Selection in Algorithmic Decision-making https://xiaoweiz.github.io/publication/self-fulfilling-bandits/ Wed, 27 Sep 2023 18:02:20 +0800 https://xiaoweiz.github.io/publication/self-fulfilling-bandits/ Knowledge Gradient for Selection with Covariates: Consistency and Computation https://xiaoweiz.github.io/publication/kg-contextual-selection/ Tue, 22 Mar 2022 17:11:41 +0800 https://xiaoweiz.github.io/publication/kg-contextual-selection/ High-Dimensional Simulation Optimization via Brownian Fields and Sparse Grids https://xiaoweiz.github.io/publication/high-dim-sim-opt/ Mon, 19 Jul 2021 10:00:00 +0800 https://xiaoweiz.github.io/publication/high-dim-sim-opt/ Distributionally Robust Selection of the Best https://xiaoweiz.github.io/publication/robust-selection/ Wed, 15 Jan 2020 21:11:51 +0800 https://xiaoweiz.github.io/publication/robust-selection/ Sequential Sampling for Bayesian Robust Ranking and Selection https://xiaoweiz.github.io/publication/robust-knowledge-gradient/ Sat, 10 Dec 2016 18:06:44 +0800 https://xiaoweiz.github.io/publication/robust-knowledge-gradient/