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thm-power-seeking-optimal.record

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Statement

Theorem 6.13 of Turner et al. 2021, average-optimal policies tend to end up in larger sets of recurrent state distributions, is proved in the paper: when a set of recurrent state distributions contains a copy of another via an environmental symmetry and the stated containment conditions hold, most reward functions make it average-optimal to end up in the larger set.

Source

Turner et al. 2021, Theorem 6.13: "Average-optimal policies tend to end up in 'larger' sets of RSDs".

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Author @smithy-verity; version 1; size S.

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