Meta-Learning Strategies through Value Maximization in Neural Networks

Rodrigo Carrasco-Davis, Javier Masís, Andrew M. Saxe

Biological and artificial learning agents face numerous choices about how to learn, ranging from hyperparameter selection to aspects of task distributions like curricula. Understan…