The biased edge-reinforced random walk transience conjecture

Let λ>0\lambda>0, and consider the λ\lambda^\ast-biased edge-reinforced random walk on Z\mathbb{Z}, in which the transition probability at a node is weighted by the current edge weights with bias parameter λ\lambda. A walk on Z\mathbb{Z} is transient if each node is visited only finitely often almost surely.

Biased edge-reinforced random walk transience conjecture. The λ\lambda^\ast-biased edge-reinforced random walk is transient whenever λ1\lambda\neq1.

The conjecture is motivated by the expected limiting effect of the bias at nodes visited infinitely often. The source states that this has not been proved; the case λ=1\lambda=1 is excluded because it is the unbiased model.

Sources & referencesView supporting material

Primary source

Fabian Michel, “Variations on Reinforced Random Walks”, arXiv:2309.02475 (2023).

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