Hybrid Stackelberg Game and Diffusion-Based Auction for Two-Tier Agentic AI Task Offloading in Internet of Agents
The Internet of Agents (IoA) not only provides a foundational architecture for collaborative reasoning among artificial intelligence (AI) agents but also brings new challenges to task offloading. Unlike traditional task offloading, agentic AI tasks involve sustained multistep reasoning, planning, and context maintenanc...