This is a weirdly shallow article containing lots of diagrams and bullet points to just summarize the known points that RL needs a lot of data and needs to learn from scratch.
No mention of all the ongoing work in learning from demonstrations, or more generally incorporating any off-policy knowledge. Vague speculations about the philosophy of model free learning. Not really worth the read (as someone working in RL).