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Agent Emergent Behavior Detector

Agent Emergent Behavior Detector.

Module: replication.emergent

Quick Start

from replication.emergent import EmergentType

instance = EmergentType()

Enums

EmergentType

  • SYNCHRONIZATION
  • FLOCKING
  • HIERARCHY_FORMATION
  • COLLECTIVE_MONOPOLY
  • INFORMATION_CASCADE
  • PHASE_TRANSITION
  • OSCILLATION
  • DEADLOCK

Severity

  • LOW
  • MEDIUM
  • HIGH
  • CRITICAL

Classes

EmergentType

Categories of emergent behavior.

Severity

Severity levels for detected emergent behaviors.

AgentAction

A single recorded agent action.

EmergentDetection

A detected emergent behavior.

EmergentReport

Full analysis report.

EmergentBehaviorDetector

Detects emergent behaviors in multi-agent systems.

Method Description
__init__()
record() Record an agent action for analysis.
record_many() Record multiple actions.
clear() Clear all recorded data.
actions()
agent_ids()
analyze() Run all detectors and produce a full report.
get_detections_by_type()
get_detections_by_severity()
text_report()