Okay, so I know nothing about this field. Did the AI discoveries happen in a simulator, or real hardware? Was the AI used to guide search, maximize reward, regress data, or something else?
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The algoeuthm has access to a physical simulator, which basically follows Schrödinger equation with some simplifications one can do for low-particle quantum systems. The program was asked to find experiments that we didnt know how to set up (highdim GHZ states, highly entangled quantum states),
the reward was the closeness of the currently designed setup to the target state. This solved a problem we couldnt solve, so we wanted to know how the machine did it. After several weeks, Sören Arlt (phd in my group) found the generalizable reason, which is described in the paper posted yesterday.
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