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Step-reinforced random walks and one-half

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arxiv 2402.16396 v2 pith:3JX4RDFD submitted 2024-02-26 math.PR

classification math.PR
keywords dimensionsrandomstep-reinforcedassumptionsbertoinconjectured-dimensionalgenuinely
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abstract

Under suitable moment assumptions, we show that a genuinely d-dimensional step-reinforced random walk undergoes a phase transition between recurrence and transience in dimensions $d=1,2$, and that it is transient for all reinforcement parameters in dimensions $d\geq 3$, which solves a conjecture of Bertoin.

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Cited by 1 Pith paper

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    A Galves-Loecherbach spiking network with bounded elephant-style synaptic reinforcement is shown to be non-explosive, conditionally Wasserstein-contractive, and to admit a conditional replica mean-field equation under...

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