algorithmic-collusion

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

Learning agents in oligopolies (Cournot / Stackelberg) Agent-based model

Replication of Calvano et al. (2020) 'Artificial Intelligence, Algorithmic Pricing, and Collusion' (AER)

Simulation of RL agents playing in repeated auction games.

Algorithmic collusion in market making.

Learned coalition deception and defensive adaptation in a social-deduction benchmark

A Gymnasium-style suite of economics reinforcement-learning environments with closed-form equilibrium benchmarks.