collusion

Replication of "Artificial Intelligence, Algorithmic Pricing, and Collusion" by Calvano, Calzolari, Denicolò, Pastorello (2020) in Python, Matlab and Julia.

simulation platform for algorithmic pricing

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

Can regulators break algorithmic collusion once it's learned? A Q-learning Bertrand duopoly replication testing four regulatory interventions and their persistence after re-convergence.

Template for Collusive User Detection Tool project

BSc Thesis: Investigation of the collusive tendencies of Q-learning and DQN agents in economic environments.

Source files of my doctoral dissertation for the academic degree of Doctor of Engineering from KIT.

lol

Mechanistic interpretability of LLM agent collusion in continuous double auctions. Caches residual streams and builds contrast pairs for training probes on collusive intent.

Advanced market collusion detection achieving 93% accuracy using ML + LLMs, with real-time monitoring dashboards and validated economic modeling.