We applied intrinsically motivated #AI to explore a chemical system in the lab: https://advances.sciencemag.org/content/6/5/eaay4237 … @ScienceAdvances
Results:
- 3x more varied observations than screening
- enabled new observation that we study in depth
- data show we improve rate of discoveries
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Well done Jonathan! This looks fascinating!! When I saw the machines in your lab I imagined that an automated discovery process like this would be feasible. Glad that you did it. I will read the paper, I am curious to know the algorithm you use in details.
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Thanks Antoine! I aimed to show how goal based exploration algorithms can assist scientists in their lab to generate new observations. I used a simple algorithm, easy to explain across the board. The aim is to change researchers search strategies from parameters to observations.
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