Scale Invariant Monte Carlo under Linear Function Approximation with Curvature based step-size

Rahul Madhavan, Hemanta Makwana

We study the feature-scaled version of the Monte Carlo algorithm with linear function approximation. This algorithm converges to a scale-invariant solution, which is not unduly aff…