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ENTITY Linear--Quadratic--Gaussian

Linear--Quadratic--Gaussian

PulseAugur coverage of Linear--Quadratic--Gaussian — every cluster mentioning Linear--Quadratic--Gaussian across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_27703 ·

    New PAC-Bayes Framework for Controlling Unknown Linear Systems

    This paper introduces a PAC-Bayes framework designed to learn controllers for unknown stochastic linear discrete-time systems. The research provides a data-dependent bound on controller performance and proposes new lear…

  2. RESEARCH · CL_14494 ·

    New AI framework MF-PID unifies generative modeling and multi-agent control

    Researchers have introduced Mean-Field Path-Integral Diffusion (MF-PID), a novel framework that treats generated samples as interacting agents coordinating through population statistics. This approach transforms probabi…