Besök min engelska sida för mer information.
Farnaz Adib Yaghmaie
Biträdande universitetslektor
Publikationer
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)
Farnaz Adib Yaghmaie, Fredrik Gustafsson, Using Reinforcement Learning for Model-free Linear Quadratic Control with Process and Measurement Noises, 2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), IEEE Conference on Decision and Control, pp. 6510-6517, IEEE (2019) https://doi.org/10.1109/CDC40024.2019.9029904
