Always good to see research of course!<p>1.) But why is there a "leader" to begin with? In swarms of birds the older birds do have some specific roles, but real "leaders" seem to me a brittle approach.<p>2.) Reinforcement learning, and an actor-critic system is nothing new. But what is an "active critique"? Never heard about it...