Reazul Hasan Russel

15 papers A* 1A 2Journal 12

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