Hedging using reinforcement learning: Contextual $k$-Armed Bandit versus $Q$-learning

Loris Cannelli, Giuseppe Nuti, Marzio Sala +1

The construction of replication strategies for contingent claims in the presence of risk and market friction is a key problem of financial engineering. In real markets, continuous…