Negative Momentum for Improved Game Dynamics
arXiv: Learning, Volume abs/1807.04740, 2018.
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
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