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Reazul Hasan Russel

Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty

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Aug 05, 2021
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Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty

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Oct 10, 2020
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Entropic Risk Constrained Soft-Robust Policy Optimization

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Jun 20, 2020
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A Probabilistic Approach to Satisfiability of Propositional Logic Formulae

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Dec 04, 2019
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Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs

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Dec 04, 2019
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High-Confidence Policy Optimization: Reshaping Ambiguity Sets in Robust MDPs

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Oct 25, 2019
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A Short Survey on Probabilistic Reinforcement Learning

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Jan 21, 2019
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Tight Bayesian Ambiguity Sets for Robust MDPs

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Nov 15, 2018
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Value Directed Exploration in Multi-Armed Bandits with Structured Priors

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May 17, 2017
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