Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processes

Max Qiushi Lin, Reza Asad, Kevin Tan +3

Although actor-critic methods have been successful in practice, their theoretical analyses have several limitations. Specifically, existing theoretical work either sidesteps the ex…