Hamidreza Modares
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Optimal and autonomous control using reinforcement learning: A survey
B Kiumarsi, KG Vamvoudakis, H Modares, FL Lewis
IEEE transactions on neural networks and learning systems 29 (6), 2042-2062, 2017
Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning
H Modares, FL Lewis
Automatica 50 (7), 1780-1792, 2014
Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems
H Modares, FL Lewis, MB Naghibi-Sistani
Automatica 50 (1), 193-202, 2014
Reinforcement Q-learning for optimal tracking control of linear discrete-time systems with unknown dynamics
B Kiumarsi, FL Lewis, H Modares, A Karimpour, MB Naghibi-Sistani
Automatica 50 (4), 1167-1175, 2014
Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks
H Modares, FL Lewis, MB Naghibi-Sistani
IEEE Transactions on Neural Networks and Learning Systems, 2013
Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning
H Modares, FL Lewis, ZP Jiang
IEEE transactions on neural networks and learning systems 26 (10), 2550-2562, 2015
Linear Quadratic Tracking Control of Partially-Unknown Continuous-time Systems using Reinforcement Learning
H Modares, FL Lewis
IEEE Transactions on Automatic Control, 2014
System identification and control using adaptive particle swarm optimization
A Alfi, H Modares
Applied Mathematical Modelling 35 (3), 1210-1221, 2011
Optimized Assistive Human--Robot Interaction Using Reinforcement Learning
H Modares, I Ranatunga, FL Lewis, DO Popa
IEEE Transactions on Cybernetics, 2015
Combining PSO and k-means to enhance data clustering
A Ahmadyfard, H Modares
2008 International Symposium on Telecommunications, 688-691, 2008
Off-policy reinforcement learning for synchronization in multiagent graphical games
J Li, H Modares, T Chai, FL Lewis, L Xie
IEEE transactions on neural networks and learning systems 28 (10), 2434-2445, 2017
Game theory-based control system algorithms with real-time reinforcement learning: How to solve multiplayer games online
KG Vamvoudakis, H Modares, B Kiumarsi, FL Lewis
IEEE Control Systems Magazine 37 (1), 33-52, 2017
Optimal Model-free Output Synchronization of Heterogeneous Systems Using Off-policy Reinforcement Learning
H Modares, SP Nageshrao, GAD Lopes, R Babuska, FL Lewis
Automatica, 2016
Parameter estimation of bilinear systems based on an adaptive particle swarm optimization
H Modares, A Alfi, MBN Sistani
Engineering Applications of Artificial Intelligence 23 (7), 1105-1111, 2010
Parameter identification of chaotic dynamic systems through an improved particle swarm optimization
H Modares, A Alfi, MM Fateh
Expert Systems with Applications 37 (5), 3714-3720, 2010
Reinforcement Learning-based Adaptive Optimal Exponential Tracking Control of Linear Systems with Unknown Dynamics
C Chen, H Modares, K Xie, F Lewis, Y Wan, S Xie
IEEE Transactions on Automatic Control, 2019
Multi-agent zero-sum differential graphical games for disturbance rejection in distributed control
Q Jiao, H Modares, S Xu, FL Lewis, KG Vamvoudakis
Automatica 69, 24-34, 2016
Synchrony in Networked Microgrids under Attacks
S Abhinav, H Modares, F Lewis, F Ferrese, A Davoudi
IEEE Transactions on Smart Grids, 2017
Resilient Adaptive and H-inf Controls of Multi-Agent Systems under Sensor and Actuator Faults
C Chen, FL Lewis, S Xie, H Modares, Z Liu, S Zuo, A Davoudi
Automatica, 2019
Leader–follower output synchronization of linear heterogeneous systems with active leader using reinforcement learning
Y Yang, H Modares, DC Wunsch, Y Yin
IEEE transactions on neural networks and learning systems 29 (6), 2139-2153, 2018
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