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Is There a Preference in the Linear Programming Framework?
In our case, we want to and a solution, any solution is ok. We don't need to find a specific solutiond so there will be, for example, potentially multiple reward functions that are all consistent with some optimal policy. And that's perfectly finey, so long as all of them end at insuring that the preferences are satisfied. So i think in applications, one would have to have an introuction loop where alice observes, gives new reward functions, bob continues to optimize over time. This is discontinues for a while in order to really get to the rooto, what the task is.