Abstract: The linear–quadratic mean field social control problem is studied in a large-population system with heterogeneous agents following the direct approach. A graph is introduced to represent the ...

The key in agentic AI is establishing clear "expertise directories" and communication protocols using transactive memory ...

Abstract: Emerging memory-semantic fabrics such as CXL and UB enable direct load/store access to remote memory at byte granularity, opening new opportunities for cluster-wide memory pooling and ...