Independent AI methods, including sparsemax attention, Tsallis-entropy reinforcement learning, Student-t generative models, and robust losses, are instances of a single 'q-dial' deformation of Boltzmann-Gibbs statistics, with q best treated as a learnable parameter.
Gell-Mann, C
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Perspectives on Tsallis Statistics for Artificial Intelligence
Independent AI methods, including sparsemax attention, Tsallis-entropy reinforcement learning, Student-t generative models, and robust losses, are instances of a single 'q-dial' deformation of Boltzmann-Gibbs statistics, with q best treated as a learnable parameter.