Farnaz Adib Yaghmaie

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Distributed Search

Top Venues

IEEE Trans. Autom. Control.

Publications

Farnaz Adib Yaghmaie, Hamidreza Modares, Bahare Kiumarsi
On the Performance of Memory-Augmented Controllers. ECC (2024)
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) (2024)
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)
Farnaz Adib Yaghmaie, Hamidreza Modares
Online Optimal Tracking of Linear Systems with Adversarial Disturbances. Trans. Mach. Learn. Res. 2023 (2023)
Farnaz Adib Yaghmaie, Fredrik Gustafsson, Lennart Ljung
Linear Quadratic Control Using Model-Free Reinforcement Learning. IEEE Trans. Autom. Control. 68 (2) (2023)
Farnaz Adib Yaghmaie, Lennart Ljung
A Crash Course on Reinforcement Learning. CoRR (2021)
Farnaz Adib Yaghmaie, Svante Gunnarsson
A New Result on Robust Adaptive Dynamic Programming for Uncertain Partially Linear Systems. CDC (2019)
Farnaz Adib Yaghmaie, Fredrik Gustafsson
Using Reinforcement Learning for Model-free Linear Quadratic Control with Process and Measurement Noises. CDC (2019)
Farnaz Adib Yaghmaie, Svante Gunnarsson, Frank L. Lewis
Output regulation of unknown linear systems using average cost reinforcement learning. Autom. 110 (2019)
Farnaz Adib Yaghmaie, David J. Braun
Reinforcement learning for a class of continuous-time input constrained optimal control problems. Autom. 99 (2019)
Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Lihua Xie
Multiparty Consensus of Linear Heterogeneous Multiagent Systems. IEEE Trans. Autom. Control. 62 (11) (2017)
Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis, Sorin Olaru
Bipartite and cooperative output synchronizations of linear heterogeneous agents: A unified framework. Autom. 80 (2017)
Farnaz Adib Yaghmaie, Rong Su, Frank L. Lewis
Bipartite output synchronization of linear heterogeneous multi-agent systems via output feedback. ACC (2016)
Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su
Output regulation of linear heterogeneous multi-agent systems via output and state feedback. Autom. 67 (2016)
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)
Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su
Output regulation of heterogeneous multi-agent systems: A graphical game approach. ACC (2015)
Farnaz Adib Yaghmaie, Frank L. Lewis, Rong Su
Leader-follower output consensus of linear heterogeneous multi-agent systems via output feedback. CDC (2015)