Bilinear Classes: A Structural Framework for
                  Provable Generalization in RL

     Simon S. Du 1 Sham M. Kakade 1 Jason D. Lee 2 Shachar Lovett 3 Gaurav Mahajan 3 Wen Sun 4
                       Ruosong Wang 5

             Abstract                 there is also a realization that practical RL approaches are
                                  quite sample inefficient.
    This work introduces Bilinear Classes, a new
    structural framework, which permit generaliza-       Theoret ...