Xu Huan

Huan Xu

Information about the author Huan Xu will soon be added to the site.
Found 4 papers in total
Statistical Optimization in High Dimensions
Statistical Optimization in High Dimensions
2016
We consider optimization problems whose parameters are known only approximately, based...
Reinforcement Learning in Robust Markov Decision Processes
Reinforcement Learning in Robust Markov Decision Processes
2016
An important challenge in Markov decision processes (MDP) is to ensure robustness with...
Robust MDPs with k-Rectangular Uncertainty
Robust MDPs with k-Rectangular Uncertainty
2016
Markov decision processes are a common tool for modeling sequential planning problems...
A Distributional Interpretation of Robust Optimization
A Distributional Interpretation of Robust Optimization
2012
Motivated by data‐driven decision making and sampling problems, we investigate...
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