Multi-agent LLM simulations testing algorithmic collusion and coordination breakdown in oligopoly markets.

Q-learning oligopoly simulation (Calvano et al., 2020) — high-fidelity Python reproduction with ≥ 95 % accuracy

Advanced oligopoly market simulation with validated collusion detection, research-grade precision (1e-6), and adaptive strategy learning (Q-learning).