GAN-based Intrinsic Exploration for Sample Efficient Reinforcement Learning
14th International Conference on Agents and Artificial Intelligence, Vol. 2, 2 Şubat 2022
KAMAR DOĞAY, ÜRE NAZIM KEMAL, ÜNAL GÖZDE
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Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping
13th Workshop on Statistical Atlases and Computational Modelling of the Heart, Singapur/SİNGAPUR, 18 Eylül 2022
XU RURU, ÖKSÜZ İLKAY
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Multi-objective Resource Allocation for 5G Using Hierarchical Reinforcement Learning
2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), sofya/BULGARİSTAN, 6 Haziran 2022
AKYİLDİZ HASAN ANİL, GEMİCİ ÖMER FARUK, HÖKELEK İBRAHİM, ÇIRPAN HAKAN ALİ
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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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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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Hierarchical Reinforcement Learning Based Resource Allocation for RAN Slicing
IEEE Access, Vol. 12, Ocak 2024, s. 75818-75831, ISSN: 2169-3536
AKYILDIZ HASAN ANIL,GEMİCİ ÖMER FARUK,HÖKELEK İBRAHİM,ÇIRPAN HAKAN ALİ
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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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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, Temmuz 2023, ISSN: 0315-5986
TUNCAY GAMZE,KAYA ÜNAL KIYMET,YILMAZ YAREN,YASLAN YUSUF,ÖĞÜDÜCÜ ŞULE
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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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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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A Novel Medium Access Policy Based on Reinforcement Learning in Energy-Harvesting Underwater Sensor Networks
Sensors, Vol. 24, Eylül 2024, ISSN: 1424-8220
ERİŞ ÇİĞDEM,GÜL ÖMER MELİH,SARISARAY BÖLÜK PINAR
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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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Enhanced Flight Envelope Protection: A Novel Reinforcement Learning Approach
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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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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Optimizing CRC Polynomial Selection using Reinforcement Learning for Improved GRAND Decoding
2025 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Chisinau/MOLDOVA, 23 Haziran 2025
ÇIRPAN ATAHAN,GÖRÇİN ALİ,HÖKELEK İBRAHİM,YILMAZ FERKAN
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