Skander Lejmi

Cooperative Multi-Agent Reinforcement Learning for Market Making on Prediction-Market Order Books

A market maker provides liquidity by quoting prices to buy and sell an asset, earning the spread while managing inventory risk. We study market makers trained with multi-agent reinforcement learning on prediction markets, specifically Polymarket, whose thin order books pose distinct challenges. Three challenges underpi...