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Pilot-Wave Theories as Hidden Markov Models

arXiv Quantum Physics
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Jacob Barandes challenges traditional interpretations of de Broglie-Bohm pilot-wave theory, arguing the pilot wave isn’t part of physical ontology or dynamical laws but should be viewed as latent variables in a hidden Markov model. The paper introduces a novel framework, comparing the pilot wave to hidden Markov models—a statistical tool unavailable during de Broglie and Bohm’s original 1920s formulation, offering fresh perspective on quantum foundations. Barandes highlights Foldy-Wouthuysen gauge transformations as a key challenge to ontological views, linking them to the Deotto-Ghirardi ambiguity in pilot-wave theory’s mathematical structure. Canonical transformations in the wave function’s phase space, per Strocchi and Heslot, further undermine the pilot wave’s ontological status, exposing theoretical flexibility that complicates its physical interpretation. This work bridges quantum mechanics and statistical modeling, suggesting pilot-wave theories may align better with probabilistic frameworks than deterministic hidden-variable approaches.
Pilot-Wave Theories as Hidden Markov Models

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Quantum Physics arXiv:2602.10569 (quant-ph) [Submitted on 11 Feb 2026] Title:Pilot-Wave Theories as Hidden Markov Models Authors:Jacob A. Barandes View a PDF of the paper titled Pilot-Wave Theories as Hidden Markov Models, by Jacob A. Barandes View PDF HTML (experimental) Abstract:The original version of the de Broglie-Bohm pilot-wave theory, also called Bohmian mechanics, attempted to treat the wave function or pilot wave as a part of the physical ontology of nature. More recent versions of the de Broglie-Bohm theory appearing in the last few decades have tried to regard the pilot wave instead as an aspect of the theory's nomology, or dynamical laws. This paper argues that neither of these views is correct, and that the de Broglie-Bohm pilot wave is best understood as a collection of latent variables in the sense of a hidden Markov model, a construct that was not available when de Broglie and Bohm originally formulated what became their pilot-wave theory. This paper also discusses several other challenges for the ontological view of the pilot wave. One such challenge is due to Foldy-Wouthuysen gauge transformations, which connect up with the Deotto-Ghirardi ambiguity in the de Broglie-Bohm theory. Another challenge arises from the freedom to carry out canonical transformations in the wave function's own notion of phase space, as defined by Strocchi and Heslot. Comments: Subjects: Quantum Physics (quant-ph); History and Philosophy of Physics (physics.hist-ph) Cite as: arXiv:2602.10569 [quant-ph] (or arXiv:2602.10569v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2602.10569 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Jacob Barandes [view email] [v1] Wed, 11 Feb 2026 06:39:15 UTC (48 KB) Full-text links: Access Paper: View a PDF of the paper titled Pilot-Wave Theories as Hidden Markov Models, by Jacob A. BarandesView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-02 Change to browse by: physics physics.hist-ph References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer (What is the Explorer?) Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv (What is alphaXiv?) Links to Code Toggle CatalyzeX Code Finder for Papers (What is CatalyzeX?) DagsHub Toggle DagsHub (What is DagsHub?) GotitPub Toggle Gotit.pub (What is GotitPub?) Huggingface Toggle Hugging Face (What is Huggingface?) Links to Code Toggle Papers with Code (What is Papers with Code?) ScienceCast Toggle ScienceCast (What is ScienceCast?) Demos Demos Replicate Toggle Replicate (What is Replicate?) Spaces Toggle Hugging Face Spaces (What is Spaces?) Spaces Toggle TXYZ.AI (What is TXYZ.AI?) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower (What are Influence Flowers?) Core recommender toggle CORE Recommender (What is CORE?) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Which authors of this paper are endorsers? | Disable MathJax (What is MathJax?)

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Source: arXiv Quantum Physics