Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution

A novel method called locally centralized team transformer (LCTT) is introduced to establish a locally centralized execution framework where selected agents serve as leaders, issuing instructions, while the rest act as workers following these instructions without activating their policy networks, effectively reducing redundant computation.