Fuzzy PID controller design using Q-learning algorithm with a manipulated reward function. - Vahid Tavakol Aghaei; Ahmet Onat; Ibrahim Eksin; Müjde Güzelkaya (ECC, 2015)

Tuning Scaling Factors of Fuzzy Logic Controllers via Reinforcement Learning Policy Gradient Algorithms. - Vahid Tavakol Aghaei; Ahmet Onat (ICMRE, 2017)

Bayesian Learning for Policy Search in Trajectory Control of a Planar Manipulator. - Vahid Tavakol Aghaei; Arda Agababaoglu; Ahmet Onat; Sinan Yildirim (CCWC, 2019)

Modeling and Simulation of the Control Performance of a Reaction Wheel Pendulum. - Vahid Tavakol Aghaei; Buse ilayda Kömürcü; Didar Saka; Bahar Aydogan; Gizem Kizilca; Seda Erener (SIU, 2021)

Energy Optimization of Wind Turbines via a Neural Control Policy Based on Reinforcement Learning Markov Chain Monte Carlo Algorithm. - Vahid Tavakol Aghaei; Arda Agababaoglu; Peiman Naseradinmousavi; Sinan Yildirim; Serhat Yesilyurt; Ahmet Onat (CoRR, 2022)

Off-Policy Deep Reinforcement Learning Algorithms for Handling Various Robotic Manipulator Tasks. - Altun Rzayev; Vahid Tavakol Aghaei (CoRR, 2022)