Deep Q-learning: a robust control approach

Balazs Varga, Balazs Kulcsar, Morteza Haghir Chehreghani

In this paper, we place deep Q-learning into a control-oriented perspective and study its learning dynamics with well-established techniques from robust control. We formulate an un…