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Reinforced random walks (RRWs), including vertex-reinforced random walks (VRRWs) and edge-reinforced random walks (ERRWs), model random walks where the transition probabilities evolve based on prior visitation history~\cite{mgr, fmk,…

机器学习 · 统计学 2026-05-22 Qinghua , Ding , Venkat Anantharam

The iterated random walk is a random process in which a random walker moves on a one-dimensional random walk which is itself taking place on a one-dimensional random walk, and so on. This process is investigated in the continuum limit using…

统计力学 · 物理学 2007-05-23 L. Turban

This work is motivated by the study of some two-dimensional random walks in random environment (RWRE) with transition probabilities independent of one coordinate of the walk. These are non-reversible models and can not be treated by…

概率论 · 数学 2014-04-16 Nina Gantert , Michael Kochler , Francoise Pene

Quantum walks with memory(QWM) are a type of modified quantum walks that record the walker's latest path. As we know, only two kinds of QWM are presented up to now. It is desired to design more QWM for research, so that we can explore the…

量子物理 · 物理学 2016-04-20 Dan Li , Michael Mc Gettrick , Fei Gao , Jie Xu , Qiao-Yan Wen

Random walk in random environment (RWRE) is a fundamental model of statistical mechanics, describing the movement of a particle in a highly disordered and inhomogeneous medium as a random walk with random jump probabilities. It has been…

概率论 · 数学 2013-09-11 Alexander Drewitz , Alejandro F. Ramírez

We study a family of correlated one-dimensional random walks with a finite memory range M.These walks are extensions of the Taylor's walk as investigated by Goldstein, which has a memory range equal to one. At each step, with a probability…

adap-org · 物理学 2009-10-31 Roger Bidaux , Nino Boccara

The monkey walk is a stochastic process defined as the trajectory of a walker that moves on $\mathbb R^d$ according to a Markovian generator, except at some random "relocation" times at which it jumps back to its position at a time sampled…

概率论 · 数学 2024-09-05 Erion-Stelios Boci , Cécile Mailler

The Maximal Entropy Random Walk (MERW) is a natural process on a finite graph, introduced a few years ago with motivations from theoretical physics. The construction of this process relies on Perron-Frobenius theory for adjacency matrices.…

组合数学 · 数学 2025-11-21 Duboux Thibaut , Lucas Gerin , Yoann Offret

Edge-reinforced random walk (ERRW), introduced by Coppersmith and Diaconis in 1986, is a random process, which takes values in the vertex set of a graph $G$, and is more likely to cross edges it has visited before. We show that it can be…

概率论 · 数学 2013-10-21 Christophe Sabot , Pierre Tarres

We consider a discrete random walk (RW) in n dimensions . The RW is adapted with a geometric absorption process: at any discrete time there is a constant probability that absorption occurs in the current state. To model the RW with…

概率论 · 数学 2013-09-05 Theo van Uem

Self-interacting random walks are endowed with long range memory effects that emerge from the interaction of the random walker at time $t$ with the territory that it has visited at earlier times $t'<t$. This class of non Markovian random…

统计力学 · 物理学 2021-09-28 Alex Barbier--Chebbah , Olivier Benichou , Raphael Voituriez

We consider a network of agents that aim to learn some unknown state of the world using private observations and exchange of beliefs. At each time, agents observe private signals generated based on the true unknown state. Each agent might…

系统与控制 · 计算机科学 2015-09-16 Mohammad Amin Rahimian , Shahin Shahrampour , Ali Jadbabaie

Let $W$ be an integer valued random variable satisfying $E[W] =: \delta \geq 0$ and $P(W<0)>0$, and consider a self-interacting random walk that behaves like a simple symmetric random walk with the exception that on the first visit to any…

概率论 · 数学 2016-06-13 Burgess Davis , Jonathon Peterson

Let $S = (S(n))$ be a simple random walk on $\mathbb{Z}^{d}$ started at the origin. We study a loop-erasing procedure of $S[0,n]$ that differs from Lawler's chronological loop-erasure. Specifically, we remove loops from $S[0,n]$ in…

概率论 · 数学 2026-04-03 Daisuke Shiraishi , Satomi Watanabe

We study a random walk in random environment on the non-negative integers. The random environment is not homogeneous in law, but is a mixture of two kinds of site, one in asymptotically vanishing proportion. The two kinds of site are (i)…

概率论 · 数学 2014-04-28 Ostap Hryniv , Mikhail V. Menshikov , Andrew R. Wade

Consider a one dimensional simple random walk $X=(X_n)_{n\geq0}$. We form a new simple symmetric random walk $Y=(Y_n)_{n\geq0}$ by taking sums of products of the increments of $X$ and study the two-dimensional walk…

概率论 · 数学 2015-08-18 Andrea Collevecchio , Kais Hamza , Meng Shi

A step reinforced random walk is a discrete time process with memory such that at each time step, with fixed probability $p \in (0,1)$, it repeats a previously performed step chosen uniformly at random while with complementary probability…

概率论 · 数学 2022-10-04 Alejandro Rosales-Ortiz

We develop importance sampling based efficient simulation techniques for three commonly encountered rare event probabilities associated with random walks having i.i.d. regularly varying increments; namely, 1) the large deviation…

概率论 · 数学 2014-09-30 Karthyek R. A. Murthy , Sandeep Juneja , Jose Blanchet

Humans excel at robust bipedal walking in complex natural environments. In each step, they adequately tune the interaction of biomechanical muscle dynamics and neuronal signals to be robust against uncertainties in ground conditions.…

Based on studies on four specific networks, we conjecture a general relation between the walk dimensions $d_{w}$ of discrete-time random walks and quantum walks with the (self-inverse) Grover coin. In each case, we find that $d_{w}$ of the…

统计力学 · 物理学 2015-06-03 Stefan Boettcher , Stefan Falkner , Renato Portugal