Reazul Hasan Russel

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Confidence Level

Markov Decision Process

Top Venues

Publications

Jia Lin Hau, Marek Petrik, Mohammad Ghavamzadeh, Reazul Hasan Russel
RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk. CoRR (2022)
Reazul Hasan Russel, Mouhacine Benosman, Jeroen van Baar, Radu Corcodel
Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty. CoRR (2021)
Bahram Behzadian, Reazul Hasan Russel, Marek Petrik, Chin Pang Ho
Optimizing Percentile Criterion using Robust MDPs. AISTATS (2021)
Reazul Hasan Russel, Bahram Behzadian, Marek Petrik
Entropic Risk Constrained Soft-Robust Policy Optimization. CoRR (2020)
Reazul Hasan Russel, Mouhacine Benosman, Jeroen van Baar
Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty. CoRR (2020)
Reazul Hasan Russel, Tianyi Gu, Marek Petrik
Robust Exploration with Tight Bayesian Plausibility Sets. CoRR (2019)
Reazul Hasan Russel
A Short Survey on Probabilistic Reinforcement Learning. CoRR (2019)
Marek Petrik, Reazul Hasan Russel
Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs. CoRR (2019)
Bahram Behzadian, Reazul Hasan Russel, Marek Petrik
High-Confidence Policy Optimization: Reshaping Ambiguity Sets in Robust MDPs. CoRR (2019)
Reazul Hasan Russel
A Probabilistic Approach to Satisfiability of Propositional Logic Formulae. CoRR (2019)
Reazul Hasan Russel, Bahram Behzadian, Marek Petrik
Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs. CoRR (2019)
Marek Petrik, Reazul Hasan Russel
Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs. NeurIPS (2019)
Reazul Hasan Russel, Marek Petrik
Tight Bayesian Ambiguity Sets for Robust MDPs. CoRR (2018)
Bence Cserna, Marek Petrik, Reazul Hasan Russel, Wheeler Ruml
Value Directed Exploration in Multi-Armed Bandits with Structured Priors. CoRR (2017)
Bence Cserna, Marek Petrik, Reazul Hasan Russel, Wheeler Ruml
Value Directed Exploration in Multi-Armed Bandits with Structured Priors. UAI (2017)