Trust-based Multiagent Consensus or Weightings Aggregation
arXiv:2004.02490v1
AI Analysis
This addresses the challenge of reliable multi-agent decision-making in distributed systems, though it appears incremental as it builds on existing trust-based consensus methods.
The paper tackles the problem of achieving consensus among multiple agents with conflicting information using a trust network, providing both theoretical and empirical analysis of the framework's properties.
We introduce a framework for reaching a consensus amongst several agents communicating via a trust network on conflicting information about their environment. We formalise our approach and provide an empirical and theoretical analysis of its properties.