Michael A. Goodrich

Better together: Multi‐Agent system teamwork

Abstract While most present‐day multi‐agent system (MAS) deployments involve teams of agents within a single institution orchestrated by one or a few actors, some researchers are already beginning to appreciate the promise of more complex ecosystems consisting of hybrid human‐age...

Reframing the human–robot ratio: Collaborative autonomy and the attention‐demand economy

Abstract The human–robot ratio is a useful design heuristic for supervisory robot control. However, advances in AI, computation, and reliable autonomy enable existing systems to extend beyond hierarchical supervision to more flexible organizations of interdependent team members....