Search Results for author: Melker Hoglund

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A Neural RDE approach for continuous-time non-Markovian stochastic control problems

no code implementations25 Jun 2023 Melker Hoglund, Emilio Ferrucci, Camilo Hernandez, Aitor Muguruza Gonzalez, Cristopher Salvi, Leandro Sanchez-Betancourt, Yufei Zhang

We propose a novel framework for solving continuous-time non-Markovian stochastic control problems by means of neural rough differential equations (Neural RDEs) introduced in Morrill et al. (2021).

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