I want to build an AI system to make smart choices based on the data.

Let's say we want to buy a vital product from a supermarket and there are 3 supermarkets in our environment. Our system has to choose which supermarket to go based on the item-stock data from the all three supermarkets and which road to use(from 3 options) depending on the traffic data(will be fetched).

I was thinking about using Reinforcement Learning but I am not sure if it's the good fit. What subsection of AI do you think will fit in this kind of problem?

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