Modeling Context in Cognition using Variational Inequalities

  title={Modeling Context in Cognition using Variational Inequalities},
  author={Ian Gemp and Sridhar Mahadevan},
Important aspects of human cognition, like creativity and play, involve dealing with multiple divergent views of objects, goals, and plans. We argue in this paper that the current model of optimization that drives much of modern machine learning research is far too restrictive a paradigm to mathematically model the richness of human cognition. Instead, we propose a much more flexible and powerful framework of equilibration, which not only generalizes optimization, but also captures a rich… CONTINUE READING
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