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Farnaz Adib Yaghmaie

Biträdande universitetslektor

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Publikationer

Farnaz Adib Yaghmaie, Hamidreza Modares, Bahare Kiumarsi,  On the performance of memory-augmented controllers, 2024 EUROPEAN CONTROL CONFERENCE, ECC 2024, pp. 1183-1189, IEEE (2024)  https://doi.org/10.23919/ECC64448.2024.10590810

Farnaz Adib Yaghmaie, Hamidreza Modares, Fredrik Gustafsson,  Reinforcement Learning for Partially Observable Linear Gaussian Systems Using Batch Dynamics of Noisy Observations, IEEE Transactions on Automatic Control 69:6397-6404 (2024)  https://doi.org/10.1109/TAC.2024.3385680

Amir Modares, Nasser Sadati, Babak Esmaeili, Farnaz Adib Yaghmaie, Hamidreza Modares,  Safe Reinforcement Learning via a Model-Free Safety Certifier, IEEE Transactions on Neural Networks and Learning Systems 35:3302-3311 (2024)  https://doi.org/10.1109/TNNLS.2023.3264815

Farnaz Adib Yaghmaie, Fredrik Gustafsson, Lennart Ljung,  Linear Quadratic Control Using Model-Free Reinforcement Learning, IEEE Transactions on Automatic Control 68:737-752 (2023)  https://doi.org/10.1109/TAC.2022.3145632

Farnaz Adib Yaghmaie, Hamidreza Modares,  Online Optimal Tracking of Linear Systems with Adversarial Disturbances, Transactions on Machine Learning Research (2023)

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