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ORCIDFarnaz Adib Yaghmaie
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2020 – today
- 2024
[j10]Farnaz Adib Yaghmaie
, Hamidreza Modares, Fredrik Gustafsson:
Reinforcement Learning for Partially Observable Linear Gaussian Systems Using Batch Dynamics of Noisy Observations. IEEE Trans. Autom. Control. 69(9): 6397-6404 (2024)- [j9]Nariman Niknejad, Farnaz Adib Yaghmaie, Hamidreza Modares:
Online Reference Tracking For Linear Systems with Unknown Dynamics and Unknown Disturbances. Trans. Mach. Learn. Res. 2024 (2024) - [j8]Amir Modares, Nasser Sadati, Babak Esmaeili, Farnaz Adib Yaghmaie, Hamidreza Modares:
Safe Reinforcement Learning via a Model-Free Safety Certifier. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3302-3311 (2024) - [c7]Farnaz Adib Yaghmaie, Hamidreza Modares, Bahare Kiumarsi:
On the Performance of Memory-Augmented Controllers. ECC 2024: 1183-1189 - 2023
- [j7]Farnaz Adib Yaghmaie, Fredrik Gustafsson, Lennart Ljung:
Linear Quadratic Control Using Model-Free Reinforcement Learning. IEEE Trans. Autom. Control. 68(2): 737-752 (2023) - [j6]Farnaz Adib Yaghmaie, Hamidreza Modares:
Online Optimal Tracking of Linear Systems with Adversarial Disturbances. Trans. Mach. Learn. Res. 2023 (2023) - 2021
- [i1]Farnaz Adib Yaghmaie, Lennart Ljung:
A Crash Course on Reinforcement Learning. CoRR abs/2103.04910 (2021)
2010 – 2019
- 2019
- [j5]Farnaz Adib Yaghmaie, David J. Braun:
Reinforcement learning for a class of continuous-time input constrained optimal control problems. Autom. 99: 221-227 (2019) - [j4]Farnaz Adib Yaghmaie, Svante Gunnarsson, Frank L. Lewis:
Output regulation of unknown linear systems using average cost reinforcement learning. Autom. 110 (2019) - [c6]Farnaz Adib Yaghmaie, Fredrik Gustafsson:
Using Reinforcement Learning for Model-free Linear Quadratic Control with Process and Measurement Noises. CDC 2019: 6510-6517 - [c5]Farnaz Adib Yaghmaie, Svante Gunnarsson:
A New Result on Robust Adaptive Dynamic Programming for Uncertain Partially Linear Systems. CDC 2019: 7480-7485 - 2017
- [j3]Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Sorin Olaru:
Bipartite and cooperative output synchronizations of linear heterogeneous agents: A unified framework. Autom. 80: 172-176 (2017) - [j2]Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Lihua Xie:
Multiparty Consensus of Linear Heterogeneous Multiagent Systems. IEEE Trans. Autom. Control. 62(11): 5578-5589 (2017) - 2016
- [j1]Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su:
Output regulation of linear heterogeneous multi-agent systems via output and state feedback. Autom. 67: 157-164 (2016) - [c4]Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis:
Bipartite output synchronization of linear heterogeneous multi-agent systems via output feedback. ACC 2016: 1024-1029 - [c3]Farnaz Adib Yaghmaie, Kristian Hengster-Movric, Frank L. Lewis, Rong Su, Michael Sebek:
Output H∞ synchronization of heterogeneous linear multi-agent systems via a distributed output-feedback. CDC 2016: 2677-2682 - 2015
- [c2]Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su:
Output regulation of heterogeneous multi-agent systems: A graphical game approach. ACC 2015: 2272-2277 - [c1]Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su:
Leader-follower output consensus of linear heterogeneous multi-agent systems via output feedback. CDC 2015: 4127-4132
Coauthor Index
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