Learning Dynamics of RNNs in Closed-Loop Environments Recurrent neural networks (RNNs) trained on neuroscience-inspired tasks offer powerful models of brain computation. However, typical training paradigms rely on open-loop, supervised settings,...

analysis of coupled dynamical system to study learning #cybernetics #learningdynamics
Ger, Y., & Barak, O. (2025). Learning dynamics of RNNs in closed-loop environments. In arXiv [cs.LG]. arXiv. http://arxiv.org/abs

Understanding #behaviorchange is vital to explain collective phenomena. This new #microsimulation captures #learningdynamics with just 2 parameters, offering a validated step toward better #collectivebehavior modeling.

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