Reazul Hasan Russel

According to our database, Reazul Hasan Russel authored at least 13 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk.

Jia Lin Hau, Marek Petrik, Mohammad Ghavamzadeh, Reazul Hasan Russel

CoRR, 2022

2021

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

Reazul Hasan Russel, Mouhacine Benosman, Jeroen van Baar, Radu Corcodel

CoRR, 2021

Optimizing Percentile Criterion using Robust MDPs.

Bahram Behzadian, Reazul Hasan Russel, Marek Petrik, Chin Pang Ho

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

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

Reazul Hasan Russel, Mouhacine Benosman, Jeroen van Baar

CoRR, 2020

Entropic Risk Constrained Soft-Robust Policy Optimization.

Reazul Hasan Russel, Bahram Behzadian, Marek Petrik

CoRR, 2020

2019

Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs.

Reazul Hasan Russel, Bahram Behzadian, Marek Petrik

CoRR, 2019

A Probabilistic Approach to Satisfiability of Propositional Logic Formulae.

Reazul Hasan Russel

CoRR, 2019

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

Bahram Behzadian, Reazul Hasan Russel, Marek Petrik

CoRR, 2019

Robust Exploration with Tight Bayesian Plausibility Sets.

Reazul Hasan Russel, Tianyi Gu, Marek Petrik

CoRR, 2019

A Short Survey on Probabilistic Reinforcement Learning.

Reazul Hasan Russel

CoRR, 2019

Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs.

Marek Petrik, Reazul Hasan Russel

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Tight Bayesian Ambiguity Sets for Robust MDPs.

Reazul Hasan Russel, Marek Petrik

CoRR, 2018

2017

Value Directed Exploration in Multi-Armed Bandits with Structured Priors.

Bence Cserna, Marek Petrik, Reazul Hasan Russel, Wheeler Ruml

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017