Reazul Hasan Russel
Reazul Hasan Russel
Student at Reinforcement Learning & Robustness Lab, University of New Hampshire
Verified email at - Homepage
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Beyond confidence regions: Tight bayesian ambiguity sets for robust mdps
M Petrik, RH Russell
arXiv preprint arXiv:1902.07605, 2019
Tight Bayesian Ambiguity Sets for Robust MDPs
RH Russel, M Petrik
NeurIPS 2018 Workshop on Probabilistic Reinforcement Learning and Structured …, 2018
Optimizing Percentile Criterion Using Robust MDPs
B Behzadian, RH Russel, M Petrik, CP Ho
Artificial Intelligence and Statistics, 2021
Value Directed Exploration in Multi-Armed Bandits with Structured Priors
B Cserna, M Petrik, RH Russel, W Ruml
Uncertainty in Artificial Intelligence (UAI) 2017, 2017
Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs
RH Russel, B Behzadian, M Petrik
NeurIPS 2019 Workshop on Safety and Robustness in Decision Making, 2019
Robust Exploration with Tight Bayesian Plausibility Sets
RH Russel, T Gu, M Petrik
Multi-disciplinary Conference on Reinforcement Learning and Decision Making …, 2019
A Short Survey on Probabilistic Reinforcement Learning
RH Russel
arXiv preprint arXiv:1901.07010, 2019
Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty
RH Russel, M Benosman, J Van Baar
NeurIPS workshop on The Challenges of Real World Reinforcement Learning, 2020
Entropic Risk Constrained Soft-Robust Policy Optimization
RH Russel, B Behzadian, M Petrik
arXiv preprint arXiv:2006.11679, 2020
A Probabilistic Approach to Satisfiability of Propositional Logic Formulae
RH Russel
arXiv preprint arXiv:1912.02150, 2019
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