[johnmoberg]

Ben's blog series culminated in a nice article[1] touring reinforcement learning. He also held a tutorial on the topic at ICML[2]. They might address some of your concerns.

[1]: https://arxiv.org/abs/1806.09460

[2]: https://www.facebook.com/icml.imls/videos/428757614305426