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I'm not convinced that there is a qualitative difference between standard and "open-ended" problems. Continuous control deals with infinite possibilities. A product launch is more complex than actuation, but not more infinite in a meaningful way. Curious what others think.https://twitter.com/fchollet/status/1013382082079481856 …
It's more of a spectrum than a binary. Think Minecraft vs. StarCraft.
I completely agree. Personally, I'm excited about empowerment based methods as a means of traversing this spectrum, e.g. variational intrinsic control
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