IEEE

Transfer Learning-Based Deep Reinforcement Learning Approach for Robust Route Guidance in ...

Abstract: A previously developed Deep Reinforcement Learning-based Vehicle Routing (DRL-VR) algorithm aims to be used for providing the shortest Origin-Destination (OD) travel time path in dynamic ...
IEEE

Co-Route Fiber Identification with Cable and Trench Classification Based-On GAN and Few ...

Abstract: We achieved 99% accuracy in identifying co-route fibers using GAN and few-shot meta-learning, with 99% classification accuracy in trenches and 98% in cables few-shot classification, ...