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Reazul Hasan Russel
Reazul Hasan Russel
Research Scientist at Meta
Bestätigte E-Mail-Adresse bei wildcats.unh.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Beyond confidence regions: Tight bayesian ambiguity sets for robust mdps
M Petrik, RH Russel
Advances in neural information processing systems 32, 2019
582019
Optimizing Percentile Criterion Using Robust MDPs
B Behzadian, RH Russel, M Petrik, CP Ho
Artificial Intelligence and Statistics, 2021
18*2021
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
162020
Entropic risk constrained soft-robust policy optimization
RH Russel, B Behzadian, M Petrik
arXiv preprint arXiv:2006.11679, 2020
52020
Lyapunov robust constrained-MDPs: Soft-constrained robustly stable policy optimization under model uncertainty
RH Russel, M Benosman, J Van Baar, R Corcodel
arXiv preprint arXiv:2108.02701, 2021
42021
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
32017
Rasr: Risk-averse soft-robust mdps with evar and entropic risk
JL Hau, M Petrik, M Ghavamzadeh, R Russel
arXiv preprint arXiv:2209.04067, 2022
22022
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
22019
Robust Exploration with Tight Bayesian Plausibility Sets
RH Russel, T Gu, M Petrik
Multi-disciplinary Conference on Reinforcement Learning and Decision Making …, 2019
22019
A short survey on probabilistic reinforcement learning
RH Russel
arXiv preprint arXiv:1901.07010, 2019
22019
Tight Bayesian Ambiguity Sets for Robust MDPs
RH Russel, M Petrik
NeurIPS 2018 Workshop on Probabilistic Reinforcement Learning and Structured …, 2018
22018
Lyapunov Robust Constrained-MDPs for Sim2Real Transfer Learning
RH Russel, M Benosman, J Baar, R Corcodel
Federated and Transfer Learning, 307-328, 2022
12022
Apparatus and method for controlling a system having uncertainties in its dynamics
M Benosman, R Russel, J Van Baar
US Patent 11,640,162, 2023
2023
Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty
R Hasan Russel, M Benosman, J Van Baar, R Corcodel
arXiv e-prints, arXiv: 2108.02701, 2021
2021
Learning to Act with Robustness
RH Russel
University of New Hampshire, 2021
2021
Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty
R Hasan Russel, M Benosman, J Van Baar
arXiv e-prints, arXiv: 2010.04870, 2020
2020
A Probabilistic Approach to Satisfiability of Propositional Logic Formulae
RH Russel
arXiv preprint arXiv:1912.02150, 2019
2019
Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs
R Hasan Russel, B Behzadian, M Petrik
arXiv e-prints, arXiv: 1912.02696, 2019
2019
A Probabilistic Approach to Satisfiability of Propositional Logic Formulae
R Hasan Russel
arXiv e-prints, arXiv: 1912.02150, 2019
2019
A Short Survey on Probabilistic Reinforcement Learning
R Hasan Russel
arXiv e-prints, arXiv: 1901.07010, 2019
2019
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