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evolutionary-dynamics

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Framework for testing strategic reasoning in LLMs using evolutionary Iterated Prisoner’s Dilemma tournaments. Features 28 agents, variable horizons, memory conditions, high-concurrency execution, and detailed analysis of cooperation rates, strategic fingerprints, and LLM decision rationales across providers and temperatures.

  • Updated Dec 9, 2025
  • Python

This repository contains Python and NetLogo simulations based on the paper "The conditional defector strategies can violate the most crucial supporting mechanisms of cooperation" (Scientific Reports, 2022). The models explore evolution of cooperation, conditional defection, and mechanisms like kin selection, spatial structure, and punishment.

  • Updated Oct 2, 2025
  • Python

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