Learning in complex action spaces without policy gradients

Arash Tavakoli, Sina Ghiassian, Nemanja Rakićević

While conventional wisdom holds that policy gradient methods are better suited to complex action spaces than action-value methods, foundational work has shown that the two paradigm…