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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.D. Baumann, E. Noorani, J. Price, O. Peters, C. Connaughton, and T. Schön. CoRR, (2023)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)Risk-Sensitive RL Using Sampling-Based Expectation-Maximization.E. Noorani, J. Baras, and K. Johansson. CDC, page 7015-7020. IEEE, (2023)Co-Design of Watermarking and Robust Control for Security in Cyber-Physical Systems.R. Goyal, C. Somarakis, E. Noorani, and S. Rane. CDC, page 4821-4826. IEEE, (2022)Risk Sensitivity and Entropy Regularization in Prototype-based Learning.C. Mavridis, E. Noorani, and J. Baras. MED, page 194-199. IEEE, (2022)Collaborative Beamforming for Agents with Localization Errors.E. Noorani, Y. Savas, A. Koppel, J. Baras, U. Topcu, and B. Sadler. ACSCC, page 204-208. IEEE, (2021)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).

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A Probabilistic Perspective on Risk-sensitive Reinforcement Learning.

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Disambiguation of "Noorani, Erfaun"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Probabilistic Perspective on Risk-sensitive Reinforcement Learning.

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A Probabilistic Perspective on Risk-sensitive Reinforcement Learning.