2 papers
cs.LG2024
By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning
Michael Schlechtinger, Damaris Kosack, Franz Krause +1
In the rapidly evolving landscape of eCommerce, Artificial Intelligence (AI) based pricing algorithms, particularly those utilizing Reinforcement Learning (RL), are becoming increa…
cs.AI2021
Winning at Any Cost -- Infringing the Cartel Prohibition With Reinforcement Learning
Michael Schlechtinger, Damaris Kosack, Heiko Paulheim +1
Pricing decisions are increasingly made by AI. Thanks to their ability to train with live market data while making decisions on the fly, deep reinforcement learning algorithms are…