IEEE

Transfer Learning-Based Deep Reinforcement Learning Approach for Robust Route Guidance in Mixed Traffic Environment

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

Federated Transfer Learning for On-Device LLMs Efficient Fine Tuning Optimization

Abstract: The proliferation of Large Language Models (LLMs) has catalyzed the growth of various industries. It is therefore imperative to ensure the controlled and beneficial application of LLMs ...