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[D] Good approach for generating treatment plans

I am keeping a record of my mood and what I eat. Also any supplements I take. What I would like to do is generate a sequence of things to eat, supplements to take to try to maximise mood.

I was thinking I could treat it as a sequence of tokens #cereal #lavender #5htp #mcdonalds #dietcoke #sleep8hours #mood-6. Then generate new sequences where you have high mood values. Or I could do auto-correlation between mood and the controllable variables, then find the best correlations. Or I could cast it as a reinforcement learning problem. The agent says what I should do during the next day to try to maximise mood.

Can you guys point me in the direction of some good techniques? I’m a software dev and have some experience with tensorflow…

submitted by /u/MemeBox
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.