Negative Momentum for Improved Game Dynamics

    Gauthier Gidel
    Gauthier Gidel
    Reyhane Askari Hemmat
    Reyhane Askari Hemmat
    Gabriel Huang
    Gabriel Huang
    Rémi Le Priol
    Rémi Le Priol

    arXiv: Learning, Volume abs/1807.04740, 2018.

    Cited by: 7|Bibtex|Views14|Links
    EI

    Abstract:

    Games generalize the single-objective optimization paradigm by introducing different objective functions for different players. Differentiable games often proceed by simultaneous or alternating gradient updates. In machine learning, games are gaining new importance through formulations like generative adversarial networks (GANs) and actor...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments