Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks

no code implementations • 5 May 2024 • Siyuan Li, Xi Lin, Hansong Xu, Kun Hua, Xiaomin Jin, Gaolei Li, Jianhua Li

In this paper, we focus on the edge optimization of AIGC task execution and propose GMEL, a generative model-driven industrial AIGC collaborative edge learning framework.

Few-Shot Learning Multi-agent Reinforcement Learning

Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications

no code implementations • 30 Oct 2023 • Xintian Ren, Jun Wu, Hansong Xu, Qianqian Pan

Semantic communication has emerged as a new deep learning-based communication paradigm that drives the research of end-to-end data transmission in tasks like image classification, and image reconstruction.

Denoising Image Classification +1