Mohammad Bagher Naghibi Sistani

Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems

Hamidreza Modares, Frank L. Lewis, Mohammad Bagher Naghibi Sistani · Automatica · 2013 · 543 citations

Engineering, Experience Replay, Adaptive Control +6

Reinforcement -learning for optimal tracking control of linear discrete-time systems with unknown dynamics

Bahare Kiumarsi, Frank L. Lewis, Hamidreza Modares et al. · Automatica · 2014 · 536 citations

Unknown Dynamics, Engineering, Process Control +6

Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks

Hamidreza Modares, Frank L. Lewis, Mohammad Bagher Naghibi Sistani · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 451 citations

Artificial Intelligence, Control Policy, Online Policy Iteration +14

Optimal Tracking Control of Unknown Discrete-Time Linear Systems Using Input-Output Measured Data

Bahare Kiumarsi, Frank L. Lewis, Mohammad Bagher Naghibi Sistani et al. · IEEE Transactions on Cybernetics · 2015 · 242 citations

Reference Trajectory, Engineering, State Observer +14

Online solution of nonquadratic two‐player zero‐sum games arising in the<i>H</i>_∞control of constrained input systems

Hamidreza Modares, Frank L. Lewis, Mohammad Bagher Naghibi Sistani · International Journal of Adaptive Control and Signal Processing · 2012 · 125 citations