Adaptive Design Parameter Determination for Control Barrier Functions using Reinforcement Learning
IFAC, Antalya/TÜRKİYE, Vol. 58, No. 30, 12 Aralık 2024, s. 186-191
MEMİŞ SEZER,DEMİR ESRA,ŞENEL SERKAN,KOYUNCU EMRE
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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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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 novel reinforcement learning based routing algorithm for energy management in networks
Journal of Industrial and Management Optimization, Vol. 20, No. 12, Aralık 2024, s. 3678-3696, ISSN: 1547-5816
ERİŞ ÇİĞDEM,GÜL ÖMER MELİH,SARISARAY BÖLÜK PINAR
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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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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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An Evolutionary Reinforcement Learning Approach for Autonomous Maneuver Decision in One-to-One Short-Range Air Combat
2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), Barcelona/İSPANYA, 1 Ekim 2023
BAYKAL YASİN, BAŞPINAR BARIŞ
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Self-Recovery Of Quadrupedal Robot Using Deep Reinforcement Learning
5th International Conference on Robotics, Automation, and Artificial Intelligence, 18 Aralık 2024
KILIÇ YUSUF EREN,AKAR YUNUS EMRE,TEMELTAŞ HAKAN,SÜMER KURUCU ECEM
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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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Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management
10th International Conference on Computer Science and Engineering (UBMK), İstanbul/TÜRKİYE, 17 Eylül 2025
BİLEN TUĞÇE,ÖZDEM MEHMET,KOÇOĞLU EROL
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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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A two-sided sales promotions modeling based on agent-based simulation
JOURNAL OF ECONOMIC INTERACTION AND COORDINATION, Vol. 19, No. 1, Aralık 2024, s. 85-119, ISSN: 1860-711X
TURGUT YAKUP,BOZDAĞ CAFER ERHAN
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Robust Controller Design for a Generic Helicopter Model: An AI-Aided Application for Terrain Avoidance
MDPI Aerospace, Vol. 10, No. 9, Ağustos 2023, s. 757, ISSN: 2226-4310
BAŞPINAR BARIŞ
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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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A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem
Annals of Operations Research, Vol. 339, No. 1, Ağustos 2024, s. 79-110, ISSN: 0254-5330
KOSANOĞLU FUAT, ATMIŞ MAHİR, TURAN HASAN HÜSEYİN
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Multi-Agent Guided Deep Reinforcement Learning Approach Against State Perturbed Adversarial Attacks
IEEE Access, Vol. 12, Kasım 2024, s. 156146-156159, ISSN: 2169-3536
ÇERÇİ ÇAĞRI,TEMELTAŞ HAKAN
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Deep Reinforcement Learning for Simulation-Based Determination of Covid-19 Pandemic Mitigation Policies
Artificial Intelligence Theory and Applications, Nisan 2021, ISSN: 2757-9778
ÖZBİLEN MAHMUT LÜTFULLAH,EĞRİBOZ EMRE,HALEPMOLLASI RUŞEN,BİLGEN İSMAİL,HAKLIDIR MEHMET
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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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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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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, No. 2, Mayıs 2024, s. 211-231, ISSN: 0315-5986
TUNCAY GAMZE,KAYA ÜNAL KIYMET,YILMAZ YAREN,ÖĞÜDÜCÜ ŞULE,YASLAN YUSUF
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