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Wanggang Shen
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Linear Model
Stochastic Dynamic Programming
Experimental Design
Reinforcement Learning
Top Venues
CoRR
ACM Trans. Comput. Hum. Interact.
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Publications
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Shijie Zhong
,
Wanggang Shen
,
Tommie A. Catanach
,
Xun Huan
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo.
CoRR
(2024)
Wanggang Shen
,
Jiayuan Dong
,
Xun Huan
Variational Sequential Optimal Experimental Design using Reinforcement Learning.
CoRR
(2023)
Tahera Hossain
,
Wanggang Shen
,
Anindya Das Antar
,
Snehal Prabhudesai
,
Sozo Inoue
,
Xun Huan
,
Nikola Banovic
A Bayesian Approach for Quantifying Data Scarcity when Modeling Human Behavior via Inverse Reinforcement Learning.
ACM Trans. Comput. Hum. Interact.
30 (1) (2023)
Wanggang Shen
,
Xun Huan
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning.
CoRR
(2021)