Limited attention makes pairwise preference labels non-identifiable for reward, can reverse Bradley-Terry rankings, and bounds learning by attended information rather than raw label count.
Discrete choice and rational inattention: A general equivalence result.International Economic Review, 61(4): 1569–1589, 2020
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Attention Limited Reward Learning
Limited attention makes pairwise preference labels non-identifiable for reward, can reverse Bradley-Terry rankings, and bounds learning by attended information rather than raw label count.