Multi-agent discrete-time graphical games: interactive Nash equilibrium and value iteration solution. - Mohammed I. Abouheaf; Frank L. Lewis; Sofie Haesaert; Robert Babuska; Kyriakos G. Vamvoudakis (ACC, 2013)

Multi-agent differential graphical games: Nash online adaptive learning solutions. - Mohammed I. Abouheaf; Frank L. Lewis (CDC, 2013)

Approximate dynamic programming solutions of multi-agent graphical games using actor-critic network structures. - Mohammed I. Abouheaf; Frank L. Lewis (IJCNN, 2013)

Distributed solution for the economic dispatch problem. - Giulio Binetti; Mohammed I. Abouheaf; Frank L. Lewis; David Naso; Ali Davoudi; Biagio Turchiano (MED, 2013)

Approximate and Reinforcement Learning techniques to solve non-convex Economic Dispatch problems. - Mohammed I. Abouheaf; Sofie Haesaert; Wei-Jen Lee; Frank L. Lewis (SSD, 2014)

Model-free adaptive learning solutions for discrete-time dynamic graphical games. - Mohammed I. Abouheaf; Frank L. Lewis; Magdi Sadek Mahmoud (CDC, 2014)

Differential graphical games: Policy iteration solutions and coupled Riccati formulation. - Mohammed I. Abouheaf; Frank L. Lewis; Magdi Sadek Mahmoud (ECC, 2014)

Multi-agent discrete-time graphical games and reinforcement learning solutions. - Mohammed I. Abouheaf; Frank L. Lewis; Kyriakos G. Vamvoudakis; Sofie Haesaert; Robert Babuska (Autom., 2014)

Online policy iteration solution for dynamic graphical games. - Mohammed I. Abouheaf; Magdi Sadek Mahmoud (SSD, 2016)

Novel heuristic solution for the non-convex economic dispatch problem. - Nabil Nahas; Mohammed I. Abouheaf (SSD, 2016)

Action Dependent Dual Heuristic Programming Solution for the Dynamic Graphical Games. - Mohammed I. Abouheaf; Frank L. Lewis; Magdi Sadek Mahmoud (CDC, 2018)

Reinforcement Learning Solution with Costate Approximation for a Flexible Wing Aircraft. - Mohammed I. Abouheaf; Wail Gueaieb (CIVEMSA, 2018)

Model-Free Value Iteration Solution for Dynamic Graphical Games. - Mohammed I. Abouheaf; Wail Gueaieb (CIVEMSA, 2018)

Adaptive critics based cooperative control scheme for islanded Microgrids. - Nezar M. Alyazidi; Magdi Sadek Mahmoud; Mohammed I. Abouheaf (Neurocomputing, 2018)

Model-Free Gradient-Based Adaptive Learning Controller for an Unmanned Flexible Wing Aircraft. - Mohammed I. Abouheaf; Wail Gueaieb; Frank L. Lewis (Robotics, 2018)

Policy Iteration Solution for Differential Games with Constrained Control Policies. - Mohammed I. Abouheaf; Magdi Sadek Mahmoud; Frank L. Lewis (ACC, 2019)

Multi-Agent Synchronization Using Online Model-Free Action Dependent Dual Heuristic Dynamic Programming Approach. - Mohammed I. Abouheaf; Wail Gueaieb (ICRA, 2019)

Model-Free Adaptive Control Approach Using Integral Reinforcement Learning. - Mohammed I. Abouheaf; Wail Gueaieb (ROSE, 2019)

Neurofuzzy Reinforcement Learning Control Schemes for Optimized Dynamical Performance. - Mohammed I. Abouheaf; Wail Gueaieb (ROSE, 2019)

An Online Reinforcement Learning Wing-Tracking Mechanism for Flexible Wing Aircraft. - Mohammed I. Abouheaf; Nathaniel Mailhot; Wail Gueaieb (ROSE, 2019)

Online Multi-Objective Model-Independent Adaptive Tracking Mechanism for Dynamical Systems. - Mohammed I. Abouheaf; Wail Gueaieb; Davide Spinello (Robotics, 2019)

Trajectory Tracking of Underactuated Sea Vessels With Uncertain Dynamics: An Integral Reinforcement Learning Approach. - Mohammed I. Abouheaf; Wail Gueaieb; Md. Suruz Miah; Davide Spinello (SMC, 2020)

Data-Driven Optimized Tracking Control Heuristic for MIMO Structures: A Balance System Case Study. - Ning Wang 101; Mohammed I. Abouheaf; Wail Gueaieb (SMC, 2020)

Online model-free controller for flexible wing aircraft: a policy iteration-based reinforcement learning approach. - Mohammed I. Abouheaf; Wail Gueaieb (Int. J. Intell. Robotics Appl., 2020)

A Non-Linear-Threshold-Accepting Function Based Algorithm for the Solution of Economic Dispatch Problem. - Nabil Nahas; Mohamed Noomane Darghouth; Mohammed I. Abouheaf (RAIRO Oper. Res., 2020)

Model-Free Optimized Tracking Control Heuristic. - Ning Wang 101; Mohammed I. Abouheaf; Wail Gueaieb; Nabil Nahas (Robotics, 2020)

Guidance Mechanism for Flexible-Wing Aircraft Using Measurement-Interfaced Machine-Learning Platform. - Mohammed I. Abouheaf; Nathaniel Mailhot; Wail Gueaieb; Davide Spinello (IEEE Trans. Instrum. Meas., 2020)

An Adaptive Fuzzy Reinforcement Learning Cooperative Approach for the Autonomous Control of Flock Systems. - Shuzheng Qu; Mohammed I. Abouheaf; Wail Gueaieb; Davide Spinello (ICRA, 2021)

A Data-Driven Model-Reference Adaptive Control Approach Based on Reinforcement Learning. - Mohammed I. Abouheaf; Wail Gueaieb; Davide Spinello; Salah Al-Sharhan (ROSE, 2021)

A Policy Iteration Approach for Flock Motion Control. - Shuzheng Qu; Mohammed I. Abouheaf; Wail Gueaieb; Davide Spinello (ROSE, 2021)

Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft. - Mohammed I. Abouheaf; Wail Gueaieb; Frank L. Lewis (CoRR, 2021)

Geometric Stochastic Filter with Guaranteed Performance for Autonomous Navigation based on IMU and Feature Sensor Fusion. - Hashim A. Hashim; Mohammed I. Abouheaf; Mohammad A. Abido (CoRR, 2021)

Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning. - Mohammed I. Abouheaf; Shuzheng Qu; Wail Gueaieb; Rami S. Abielmona; Moufid Harb (IEEE Instrum. Meas. Mag., 2021)

Neural-Adaptive Stochastic Attitude Filter on SO(3). - Hashim A. Hashim; Mohammed I. Abouheaf; Kyriakos G. Vamvoudakis (IEEE Control. Syst. Lett., 2022)

An Observer-Based Reinforcement Learning Solution for Model-Following Problems. - Mohammed I. Abouheaf; Kyriakos G. Vamvoudakis; Mohammad A. Mayyas; Hashim A. Hashim (CDC, 2023)

Nonlinear Deterministic Observer for Inertial Navigation Using Ultra-Wideband and IMU Sensor Fusion. - Hashim A. Hashim; Abdelrahman E. E. Eltoukhy; Kyriakos G. Vamvoudakis; Mohammed I. Abouheaf (IROS, 2023)

Behavior Replication of Cascaded Dynamic Systems Using Machine Learning. - Mohammed I. Abouheaf; Wail Gueaieb; Mohammad A. Mayyas (ROSE, 2023)

Experimental Validation of Multirobot Coverage using Underactuated Networked Mobile Robots. - Isaiah Chism; Daniel Plante; Mohammed I. Abouheaf; Md. Suruz Miah (ROSE, 2023)

An Online Model-Free Reinforcement Learning Approach for 6-DOF Robot Manipulators. - Zeyad Hosny; Abdullah Nassar; Ahmed AboElyazeed; Mahmoud Mohamed; Mohammed I. Abouheaf; Wail Gueaieb (ROSE, 2023)

Real-time measurement-driven reinforcement learning control approach for uncertain nonlinear systems. - Mohammed I. Abouheaf; Derek Boase; Wail Gueaieb; Davide Spinello; Salah Al-Sharhan (Eng. Appl. Artif. Intell., 2023)

An Online Model-Following Projection Mechanism Using Reinforcement Learning. - Mohammed I. Abouheaf; Hashim A. Hashim; Mohammad A. Mayyas; Kyriakos G. Vamvoudakis (IEEE Trans. Autom. Control., 2023)

A Model-Free Leader-Follower Approach with Multi-Level Reference Command Generators. - Mohammed I. Abouheaf; Wail Gueaieb; Mohammad A. Mayyas; Muteb Aljasem (ROSE, 2024)

A Model-Free Solution for Stackelberg Games Using Reinforcement Learning and Projection Approaches. - Mohammed I. Abouheaf; Wail Gueaieb; Md. Suruz Miah; Esam H. Abdelhameed (ROSE, 2024)

Model-Free Force Control of Cable-Driven Parallel Manipulators for Weight-Shift Aircraft Actuation. - Nathaniel Mailhot; Mohammed I. Abouheaf; Davide Spinello (IEEE Trans. Instrum. Meas., 2024)

An online model-free adaptive learning control solution for robotic arms. - Mostafa Moodi; Kiavash Hassanzadeh; Tharun Merapala; Vincent Gascon; Mohammed I. Abouheaf (Int. J. Model. Simul. Sci. Comput., 2024)