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Erfaun Noorani

From Abstraction to Reality: DARPA's Vision for Robust Sim-to-Real Autonomy

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Mar 14, 2025
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Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures

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Mar 11, 2025
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Robust Stochastic Shortest-Path Planning via Risk-Sensitive Incremental Sampling

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Aug 16, 2024
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Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis

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Mar 13, 2024
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Non-ergodicity in reinforcement learning: robustness via ergodicity transformations

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Oct 17, 2023
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Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees

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May 19, 2023
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Risk-Sensitive Reinforcement Learning with Exponential Criteria

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Dec 18, 2022
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