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cond-mat.stat-mech2020★ 2 cited
A Tensor Network Approach to Finite Markov Decision Processes
Edward Gillman, Dominic C. Rose, Juan P. Garrahan
Tensor network (TN) techniques - often used in the context of quantum many-body physics - have shown promise as a tool for tackling machine learning (ML) problems. The application…
cond-mat.stat-mech2019
Quantum contact process
Federico Carollo, Edward Gillman, Hendrik Weimer +1
The contact process is a paradigmatic classical stochastic system displaying critical behavior even in one dimension. It features a non-equilibrium phase transition into an absorbi…