Multi-Agent System — Method
Definition, scope boundary, and structural model.
Identity
A multi-agent system describes a system in which multiple autonomous agents interact, coordinate, and operate within a shared environment to produce system-level outcomes.
Each agent acts based on local information, internal rules, or adaptive behavior, while system behavior emerges from the interaction between agents rather than centralized control.
This reference defines multi-agent systems as a structural coordination model independent of specific technologies, frameworks, or implementation approaches.
Scope Boundary
Included
- Interaction and coordination between multiple autonomous agents
- Distributed decision-making processes
- Agent communication, negotiation, and cooperation mechanisms
- Emergent system behavior resulting from agent interaction
- System environments with no single controlling authority
Excluded
- Single-agent or centrally controlled systems
- Purely deterministic systems without interaction dynamics
- Vendor-specific frameworks or implementation models
- Regulatory classification or compliance interpretation
- Operational deployment or system architecture design
Structural Phase Model
Phase 1 — Agent State Initialization
Agents are instantiated with internal states, goals, or behavioral rules, and are positioned within a shared environment.
Phase 2 — Interaction and Communication
Agents exchange information, signals, or actions through defined interaction mechanisms, including communication protocols or environmental feedback.
Phase 3 — Coordination and Adaptation
Agents adjust behavior based on received information, local objectives, and interaction outcomes, leading to coordinated or competitive dynamics.
Phase 4 — System-Level Outcome
The combined interactions of agents produce observable system-level behavior, which may be stable, adaptive, or emergent.
Interpretation Constraint
This reference provides structural terminology and conceptual boundaries only. It does not define implementation methods, performance guarantees, or regulatory interpretations.