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Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.

D. Baumann, E. Noorani, J. Price, O. Peters, C. Connaughton, and T. Schön. CoRR, (2023)

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Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.D. Baumann, E. Noorani, J. Price, O. Peters, C. Connaughton, and T. Schön. CoRR, (2023)Risk-Sensitive Reinforcement Learning with Exponential Criteria.E. Noorani, C. Mavridis, and J. Baras. CoRR, (2022)Risk-sensitive REINFORCE: A Monte Carlo Policy Gradient Algorithm for Exponential Performance Criteria.E. Noorani, and J. Baras. CDC, page 1522-1527. IEEE, (2021)Exponential TD Learning: A Risk-Sensitive Actor-Critic Reinforcement Learning Algorithm.E. Noorani, C. Mavridis, and J. Baras. ACC, page 4104-4109. IEEE, (2023)Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees.F. Hamman, E. Noorani, S. Mishra, D. Magazzeni, and S. Dutta. ICML, volume 202 of Proceedings of Machine Learning Research, page 12351-12367. PMLR, (2023)Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis.R. Liu, E. Noorani, P. Tokekar, and J. Baras. CoRR, (2024)Robust Reinforcement Learning via Risk-Sensitivity.E. Noorani. University of Maryland, College Park, MD, USA, (2023)base-search.net (ftunivmaryland:oai:drum.lib.umd.edu:1903/30952).Learning-Based Diagnostics for Fault Detection and Isolation in Linear Stochastic Systems.E. Noorani, C. Somarakis, R. Goyal, A. Feldman, and S. Rane. MED, page 761-766. IEEE, (2022)Model-Assisted Reinforcement Learning for Online Diagnostics in Stochastic Controlled Systems.E. Noorani, C. Somarakis, R. Goyal, A. Feldman, and S. Rane. ICCA, page 338-345. IEEE, (2022)A Probabilistic Perspective on Risk-sensitive Reinforcement Learning.E. Noorani, and J. Baras. ACC, page 2697-2702. IEEE, (2022)

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Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.

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Disambiguation of "Noorani, Erfaun"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.

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Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.