BPS spectroscopy with reinforcement learning

BPS spectroscopy with reinforcement learning

We apply reinforcement learning (RL) to establish whether at a given position in the Coulomb branch of the moduli space of a 4d N=2 quantum field theory (QFT) the BPS spectrum is finite. If it is, we furthermore determine the full BPS spectrum at such point in moduli space. We demonstrate that using...

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Bibliographic Details
Main Authors: Federico Carta, Asa Gauntlett, Finley Griffin, Yang-Hui He
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Physics Letters B
Subjects:
BPS spectrum
BPS quiver
Quiver mutation
Reinforcement learning
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269325004071
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