Items where Author is "Ağababaoğlu, Arda"

Article

Tavakol Aghaei, Vahid and Ağababaoğlu, Arda and Bawo, Biram and Naseradinmousavi, Peiman and Yıldırım, Sinan and Yeşilyurt, Serhat and Onat, Ahmet (2023) Energy optimization of wind turbines via a neural control policy based on reinforcement learning Markov chain Monte Carlo algorithm. Applied Energy, 341 . ISSN 0306-2619

Tavakol Aghaei, Vahid and Ağababaoğlu, Arda and Yıldırım, Sinan and Onat, Ahmet (2022) A real-world application of Markov chain Monte Carlo method for Bayesian trajectory control of a robotic manipulator. ISA Transactions, 125 . pp. 580-590. ISSN 0019-0578 (Print) 1879-2022 (Online)

Papers in Conference Proceedings

Tavakol Aghaei, Vahid and Ağababaoğlu, Arda and Onat, Ahmet and Yıldırım, Sinan (2019) Bayesian learning for policy search in trajectory control of a planar manipulator. In: IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), Las Vegas, NV, USA

Thesis

Ağababaoğlu, Arda (2019) Bayesian reinforcement learning with MCMC to maximize energy output of vertical axis wind turbine. [Thesis]