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In this comment I argue that the causal entropy proposed in [1] is state-independent and the entropic force is zero for state-independent noise in a discrete time formulation and that the causal entropy description is incomplete in the continuous time case.
[1] October I. Physical Review Letters , 2022 .
[2] Thomas G. Dietterich. What is machine learning? , 2020, Archives of Disease in Childhood.