Kickstarting Deep Reinforcement Learning

Simon Schmitt, Jonathan J. Hudson, Augustin Zidek +8

We present a method for using previously-trained 'teacher' agents to kickstart the training of a new 'student' agent. To this end, we leverage ideas from policy distillation and po…