Reinforcement Learning-Based Freeway Traffic Control with Emission Considerations
27th EURO Working Group on Transportation (EWGT2025) Meeting, Edinburgh/İSKOÇYA, 1 Eylül 2025
GÖNCÜ SADULLAH,SİLGU MEHMET ALİ,ÇELİKOĞLU HİLMİ BERK
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Single Controller For Multiple Aircraft by Modular Deep Reinforcement Learning
10th CEAS Aerospace Europe Conference / 28th AIDAA International Congress, TURIN/İTALYA, 1 Aralık 2025
SARIGÜL FATİH AHMET,BAYEZİT İSMAİL
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Adaptive k-space Radial Sampling for Cardiac MRI with Reinforcement Learning
Statistical Atlases and Computational Modeling of the Heart (STACOM) 2025, Daejeon/GÜNEY KORE, 27 Eylül 2025
XU RURU,ÖKSÜZ İLKAY
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Reinforcement Learning Based Optimization of Autonomous Aircraft Performance
2025 11TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND ROBOTICS ENGINEERING, ICMRE Page181-186, Lille/FRANSA, 24 Şubat 2025
SARI METİN,ÇALIŞKAN FİKRET
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Performance Evaluation of Reinforcement Learning and Graph Search-based Algorithm for Mobile Robot Path Planning
2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife/İSPANYA, 19 Temmuz 2023
GÜLLÜ ALİ İHSAN, GÜNEŞ AHMET
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Path-planning with minimum probability of detection for AUVs using reinforcement learning
2022 Innovations in Intelligent Systems and Applications Conference (ASYU), Safranbolu/TÜRKİYE, 7 Eylül 2022
GÜNEŞ AHMET
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Reinforcement Learning-Based Freeway traffic Control Concerning Emissions
Transportation Research Procedia, Vol. 95, Mart 2026, s. 25-32, ISSN: 2352-1465
GÖNCÜ SADULLAH,SİLGU MEHMET ALİ,ÇELİKOĞLU HİLMİ BERK
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State of charge estimation for a UAV battery via Adaptive Extended Kalman Filter and Deep Reinforcement Learning
Engineering Science and Technology, an International Journal, Vol. 77, Mayıs 2026, ISSN: 2215-0986
ERDEM AHMET CAN,MERT VOLKAN,KÜLÜNK MUHARREM AYHAN,ORUÇ MEHMET SİNAN,ALTUN TUNCAY,KOCABAŞ DERYA AHMET
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Intelligent Control of Semi-Active Friction Dampers for Seismic Control of Buildings: A Deep Reinforcement Learning Approach
IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 10, Nisan 2026, s. 1580-1593, ISSN: 2471-285X
KURUCU MERT CAN,ATAM ERCAN,GHARAGOZ MASOUM M.,NOURELDİN MOHAMED,EKSİN İBRAHİM,GÜZELKAYA MÜJDE
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Enhanced Flight Envelope Protection: A Novel Reinforcement Learning Approach (I)
5th IFAC Workshop on Cyber-Physical Human Systems, 12 Aralık 2024
ÇATAK AKIN,ALTUNKAYA ÇAĞRI EGE,DEMİR MUSTAFA,KOYUNCU EMRE,ÖZKOL İBRAHİM
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Adaptive Design Parameter Determination for Control Barrier Functions Using Reinforcement Learning
5th IFAC Workshop on Cyber-Physical Human Systems, 12 Aralık 2024
MEMİŞ SEZER,DEMİR ESRA,ŞENEL SERKAN,DEMİR MUSTAFA,KOYUNCU EMRE
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Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, Vol. 8, No. 4, Ocak 2024, s. 12-3066, ISSN: 2471-285X
KURUCU MERT CAN,ATAM ERCAN,GÜZELKAYA MÜJDE,EKSİN İBRAHİM
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Bidding Behavior Analysis in Electricity Markets Using Inverse Reinforcement Learning
33rd European Conference on Operational Research, Copenhagen/DANİMARKA, 30 Haziran 2024
POLAT EZGİ,GÜLER MEHMET GÜRAY,ULUKUŞ MEHMET YASİN
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A survey on security of UAV and deep reinforcement learning
Ad Hoc Networks, Vol. 164, Kasım 2024, s. 1-23, ISSN: 1570-8713
SÖNMEZ BURCU,BAHTİYAR ŞERİF
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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, Temmuz 2024, s. 211-231, ISSN: 0315-5986
TUNCAY GAMZE, KAYA ÜNAL KIYMET, YILMAZ YAREN, YASLAN YUSUF, ÖĞÜDÜCÜ ŞULE
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Energy Storage Management for Microgrids Using n-Step Bootstrapping
IEEE CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, Vol. 46, No. 2, Ocak 2023, s. 10, ISSN: 2694-1783
AKSOY NECATİ, GENÇ VEYSEL MURAT İSTEMİHAN
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A Real-World Reinforcement Learning Framework for Safe and Human-Like Tactical Decision-Making
Institute of Electrical and Electronics Engineers (IEEE), Vol. 24, Kasım 2023, ISSN: 1524-9050
YAVAŞ MUHARREM UGUR, KUMBASAR TUFAN, ÜRE NAZIM KEMAL
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Detection of damages caused by earthquake and reinforcement corrosion in RC buildings with Deep Transfer Learning
ENGINEERING STRUCTURES, Vol. 279, Ocak 2023, ISSN: 0141-0296
DOĞAN GAMZE, ARSLAN MUSA HAKAN, İLKİ ALPER
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Geometric Reinforcement Learning for Robotic Manipulation
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Ocak 2023, s. 111492-111505, ISSN: 2169-3536
ALHOUSANİ NASEEM, KÖSE HATİCE
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Missile Evasion Maneuver Generation with Model-free Deep Reinforcement Learning
10th International Conference on Recent Advances in Air and Space Technologies (RAST), 7 Haziran 2023
ÖZBEK MURAT, KOYUNCU EMRE
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