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Dataset and simulation analysis

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posted on 2024-12-26, 12:27 authored by Aníbal M. AstobizaAníbal M. Astobiza

The dataset explains the dynamics of an agent-based simulation conducted over 157,097 steps, tracking the behaviors and interactions of artificial agents under varying environmental pressures and population structures. It contains 12 key metrics:

  1. tick: Simulation step or iteration.
  2. cooperators: Number of cooperative agents.
  3. defectors: Number of defecting agents.
  4. super_reciprocators: Number of agents employing advanced cooperative strategies.
  5. free_riders: Number of agents exploiting resources without contributing.
  6. avg_alignment: Average alignment index of the agents (scale 0–1).
  7. entropy: A measure of system diversity.
  8. coherence: Degree of collective alignment.
  9. adaptation_pressure: Measure of agents' stress in adapting to environmental changes.
  10. environmental_stress: External stress imposed on the system.
  11. mean_energy: Average energy levels of agents.
  12. mean_reputation: Average reputation levels of agents.

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