The Impact of Data Distribution on Q-learning with Function Approximation

Pedro P. Santos, Diogo S. Carvalho, Alberto Sardinha +1

We study the interplay between the data distribution and Q-learning-based algorithms with function approximation. We provide a unified theoretical and empirical analysis as to how…