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06/20/2020
Entropic Risk Constrained Soft-Robust Policy Optimization
Having a perfect model to compute the optimal policy is often infeasible...
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12/04/2019
Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs
Optimal policies in Markov decision processes (MDPs) are very sensitive ...
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10/23/2019
High-Confidence Policy Optimization: Reshaping Ambiguity Sets in Robust MDPs
Robust MDPs are a promising framework for computing robust policies in r...
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04/02/2015