Lottery Ticket Hypothesis and Pruning Masks

The chapter discusses the concept of the lottery ticket hypothesis and explores the use of pruning masks in deep reinforcement learning. It delves into the procedure of iterative magnitude pruning and examines the effects of pruning on the ticket. The chapter also examines the challenges of convergence in reinforcement learning and the potential for using remaining parameters for other purposes.