Kevin Shea

Regimes Matter: Regime-Based Dynamic Asset Allocation Using Neural Networks

We study Merton's optimal portfolio problem in a market responsive to macroeconomic regimes, as characterized by VIX. Instead of solving the traditional Hamilton-Jacobi-Bellman equation, we train an artificial neural network (ANN) to learn the optimal allocation as a feedback fun...