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cs.RO2026
Fuzzy Logic Theory-based Adaptive Reward Shaping for Robust Reinforcement Learning (FARS)
Hürkan Şahin, Van Huyen Dang, Erdi Sayar +2
Reinforcement learning (RL) often struggles in real-world tasks with high-dimensional state spaces and long horizons, where sparse or fixed rewards severely slow down exploration a…
cs.CV2026
Thermal Image Refinement with Depth Estimation using Recurrent Networks for Monocular ORB-SLAM3
Hürkan Şahin, Huy Xuan Pham, Van Huyen Dang +2
Autonomous navigation in GPS-denied and visually degraded environments remains challenging for unmanned aerial vehicles (UAVs). To this end, we investigate the use of a monocular t…