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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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 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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Energy Storage Management for Microgrids Using n -Step Bootstrapping Gestion du stockage de l'energie pour les micro-reseaux a l'aide d'un Bootstrapping en $n$ etapes
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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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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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 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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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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A Generalized Reinforcement Learning Based Controller for Course-keeping of Ships in Waves
MARINE 2023, 27 Haziran 2023
BAYEZİT AFŞİN BARAN, KINACI ÖMER KEMAL, DÜZ BÜLENT, RİJPKEMA DOUWE, MAK BART
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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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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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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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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 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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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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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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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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