Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey

arXiv:2404.16356v1 Announce Type: cross
Abstract: Generative AI (GAI) can enhance the cognitive, reasoning, and planning capabilities of intelligent modules in the Internet of Vehicles (IoV) by synthesizing augmented datasets, completing sensor data, and making sequential decisions. In addition, the mixture of experts (MoE) can enable the distributed and collaborative execution of AI models without performance degradation between connected vehicles. In this survey, we explore the integration of MoE and GAI to enable Artificial General Intelligence in IoV, which can enable …

abstract arxiv capabilities cognitive cs.ai cs.lg cs.ni data datasets decisions experts gai generative integration intelligent internet making mixture of experts modules moe multimodal planning reasoning sensor survey type vehicles