An Offline Learning Approach to Propagator Models

Eyal Neuman, Wolfgang Stockinger, Yufei Zhang

We consider an offline learning problem for an agent who first estimates an unknown price impact kernel from a static dataset, and then designs strategies to liquidate a risky asse…