A heterogeneous-agent RL algorithm (SU-HATD3) is proposed to jointly optimize diffusion-model inference offloading, inference parameters, and UAV trajectories in order to maximize a fidelity-delay utility for GAI-empowered intelligent transportation digital twins.
Gentwin: Generative ai-powered digital twinning for adaptive management in iot networks,
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Joint Task Offloading, Inference Optimization and UAV Trajectory Planning for Generative AI Empowered Intelligent Transportation Digital Twin
A heterogeneous-agent RL algorithm (SU-HATD3) is proposed to jointly optimize diffusion-model inference offloading, inference parameters, and UAV trajectories in order to maximize a fidelity-delay utility for GAI-empowered intelligent transportation digital twins.