PP-MARL: Efficient Privacy-Preserving MARL for Cooperative Intelligence in Communication. (arXiv:2204.12064v1 [cs.MA])

Artificial intelligence (AI) has been introduced in communication networks
and services to improve efficiency via self-optimization. Cooperative
intelligence (CI), also known as collective intelligence and collaborative
intelligence, is expected to become an integral element in next-generation
networks because it can aggregate the capabilities and intelligence of multiple
devices. However, privacy issues may intimidate, obstruct, and hinder the
deployment of CI in practice because collaboration heavily relies on data and
information sharing. Additional practical constraints in communication (e.g.,
limited bandwidth) further …

communication intelligence privacy