Farnaz Adib Yaghmaie

According to our database, Farnaz Adib Yaghmaie authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reinforcement Learning for Partially Observable Linear Gaussian Systems Using Batch Dynamics of Noisy Observations.

Farnaz Adib Yaghmaie, Hamidreza Modares, Fredrik Gustafsson

IEEE Trans. Autom. Control., September, 2024

Safe Reinforcement Learning via a Model-Free Safety Certifier.

Amir Modares, Nasser Sadati, Babak Esmaeili, Farnaz Adib Yaghmaie, Hamidreza Modares

IEEE Trans. Neural Networks Learn. Syst., March, 2024

Online Reference Tracking For Linear Systems with Unknown Dynamics and Unknown Disturbances.

Nariman Niknejad, Farnaz Adib Yaghmaie, Hamidreza Modares

Trans. Mach. Learn. Res., 2024

On the Performance of Memory-Augmented Controllers.

Farnaz Adib Yaghmaie, Hamidreza Modares, Bahare Kiumarsi

Proceedings of the European Control Conference, 2024

2023

Linear Quadratic Control Using Model-Free Reinforcement Learning.

Farnaz Adib Yaghmaie, Fredrik Gustafsson, Lennart Ljung

IEEE Trans. Autom. Control., February, 2023

Online Optimal Tracking of Linear Systems with Adversarial Disturbances.

Farnaz Adib Yaghmaie, Hamidreza Modares

Trans. Mach. Learn. Res., 2023

2021

A Crash Course on Reinforcement Learning.

Farnaz Adib Yaghmaie, Lennart Ljung

CoRR, 2021

2019

Output regulation of unknown linear systems using average cost reinforcement learning.

Farnaz Adib Yaghmaie, Svante Gunnarsson, Frank L. Lewis

Autom., 2019

Reinforcement learning for a class of continuous-time input constrained optimal control problems.

Farnaz Adib Yaghmaie, David J. Braun

Autom., 2019

A New Result on Robust Adaptive Dynamic Programming for Uncertain Partially Linear Systems.

Farnaz Adib Yaghmaie, Svante Gunnarsson

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Using Reinforcement Learning for Model-free Linear Quadratic Control with Process and Measurement Noises.

Farnaz Adib Yaghmaie, Fredrik Gustafsson

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2017

Multiparty Consensus of Linear Heterogeneous Multiagent Systems.

Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Lihua Xie

IEEE Trans. Autom. Control., 2017

Bipartite and cooperative output synchronizations of linear heterogeneous agents: A unified framework.

Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Sorin Olaru

Autom., 2017

2016

Output regulation of linear heterogeneous multi-agent systems via output and state feedback.

Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su

Autom., 2016

Output H∞ synchronization of heterogeneous linear multi-agent systems via a distributed output-feedback.

Farnaz Adib Yaghmaie, Kristian Hengster-Movric, Frank L. Lewis, Rong Su, Michael Sebek

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Bipartite output synchronization of linear heterogeneous multi-agent systems via output feedback.

Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis

Proceedings of the 2016 American Control Conference, 2016

2015

Leader-follower output consensus of linear heterogeneous multi-agent systems via output feedback.

Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Output regulation of heterogeneous multi-agent systems: A graphical game approach.

Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su

Proceedings of the American Control Conference, 2015