3: No, that will never work with DL by itself (e.g. as fancy regressions).
4: No, that will never work with DL by itself (e.g. as fancy regressions).
5: I don’t understand this question, but people already use DL for RL, so the “support” part is already true. If the question is asking whether DL can substitute for doing interventions, then the answer is a very qualified “yes,” but the secret sauce isn’t DL, it’s other things (e.g. causal inference) that use DL as a subroutine.
---
The problem is, most folks who aren’t doing data science for a living themselves only view data science advances through the vein of hype, fashion trends, and press releases, and so get an entirely wrong sense of what is truly groundbreaking and important.
3: No, that will never work with DL by itself (e.g. as fancy regressions).
4: No, that will never work with DL by itself (e.g. as fancy regressions).
5: I don’t understand this question, but people already use DL for RL, so the “support” part is already true. If the question is asking whether DL can substitute for doing interventions, then the answer is a very qualified “yes,” but the secret sauce isn’t DL, it’s other things (e.g. causal inference) that use DL as a subroutine.
---
The problem is, most folks who aren’t doing data science for a living themselves only view data science advances through the vein of hype, fashion trends, and press releases, and so get an entirely wrong sense of what is truly groundbreaking and important.