Social insects were an early inspiration for work on multi-agent systems, and continue to provide parsimonious design patterns for models of decentralized coordination. But the original stigmergic pattern has limitations in accommodating intelligent environments and learning agents, including such socially relevant problems as opinion dynamics. This paper describes an insect example, long-range migration, that goes beyond these limitations. We present a simple formalization of the original stigmergic schema, and inspired by migratory insects, show how it can be extended to accommodate systems that the original stigmergic schema could not handle.

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Insects and Agents: Extending the Metaphor

  • H. Van Dyke Parunak

摘要

Social insects were an early inspiration for work on multi-agent systems, and continue to provide parsimonious design patterns for models of decentralized coordination. But the original stigmergic pattern has limitations in accommodating intelligent environments and learning agents, including such socially relevant problems as opinion dynamics. This paper describes an insect example, long-range migration, that goes beyond these limitations. We present a simple formalization of the original stigmergic schema, and inspired by migratory insects, show how it can be extended to accommodate systems that the original stigmergic schema could not handle.