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Reazul Hasan Russel

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

Aug 05, 2021
Reazul Hasan Russel, Mouhacine Benosman, Jeroen Van Baar, Radu Corcodel

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Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty

Oct 10, 2020
Reazul Hasan Russel, Mouhacine Benosman, Jeroen Van Baar

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Entropic Risk Constrained Soft-Robust Policy Optimization

Jun 20, 2020
Reazul Hasan Russel, Bahram Behzadian, Marek Petrik

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A Probabilistic Approach to Satisfiability of Propositional Logic Formulae

Dec 04, 2019
Reazul Hasan Russel

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Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs

Dec 04, 2019
Reazul Hasan Russel, Bahram Behzadian, Marek Petrik

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High-Confidence Policy Optimization: Reshaping Ambiguity Sets in Robust MDPs

Oct 25, 2019
Bahram Behzadian, Reazul Hasan Russel, Marek Petrik

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A Short Survey on Probabilistic Reinforcement Learning

Jan 21, 2019
Reazul Hasan Russel

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Tight Bayesian Ambiguity Sets for Robust MDPs

Nov 15, 2018
Reazul Hasan Russel, Marek Petrik

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Value Directed Exploration in Multi-Armed Bandits with Structured Priors

May 17, 2017
Bence Cserna, Marek Petrik, Reazul Hasan Russel, Wheeler Ruml

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