Safety analysis and deep reinforcement learning implementation for an automatic emergency braking system
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
TALHA ENES ERCAN
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Deep Reinforcement Learning for Stackelberg Dynamic Pricing: From DP Benchmarks to Multi-Agent Competition
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
FURKAN ORAL
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Multi-objective optimization of regenerative active suspension systems using data-driven reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
AHMED BEYATLI
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Multi-Agent Reinforcement Learning for Swarm UAV Decoys: A Strategy to Protect Target Ships Against Multi-Directional Missile Attacks
YURTDIŞI ENSTİTÜ, CRANFIELD UNIVERSITY, 2024
ENVER BİLDİK
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Path planning using reinforcement learning methods
SAVUNMA TEKNOLOJİLERİ ENSTİTÜSÜ, GEBZE TEKNİK ÜNİVERSİTESİ, 2023
EMRE TAŞCIOĞLU
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Reinforcement learning approaches on elevator group control problem
FEN BİLİMLERİ ENSTİTÜSÜ, SABANCI ÜNİVERSİTESİ, 2024
EMRE YAVAŞ
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Deep reinforcement learning based uplink resource allocation in open ran systems
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2025
ALİ YILDIRIM
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Reinforcement learning-driven ensemble neural networks for heart disease prediction
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2025
ÖZGE HÜSNİYE NAMLI DAĞ
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Autonomous heading control of a fixed-wing aircraft with deep reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
FATİH AHMET SARIGÜL
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Trajectory tracking control of a quadrotor with reinforcement learning
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
EREN ÇAKMAK
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Applications of deep reinforcement learning for advanced driving assistance systems
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
MUHARREM UĞUR YAVAŞ
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Failure prevention in robot manipulation using adversarial reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
MERT CAN KUTAY
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Evolutionary reinforcement learning based autonomous maneuver decision in one-to-one short-range air combat
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
YASİN BAYKAL
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Generalized game-testing using reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
UĞUR ÖNAL
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Improving sample efficiency in reinforcement learning control using autoencoders
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
BURAK ER
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Equity portfolio optimization using reinforcement learning: An emerging market case
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
MERT CANDAR
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Order dispatching via deep reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
ERAY MERT KAVUK
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Reinforcement learning in fighting games
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
MUHAMMET SADIK UĞURSOY
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GAN-based intrinsic exploration for sample efficient reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
DOĞAY KAMAR
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A generalized deep reinforcement learning based controller for heading keeping in waves
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
AFŞİN BARAN BAYEZİT
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