Towards a theory of learning dynamics in deep state space models.

Jakub Smékal Jimmy T. H. Smith Michael Kleinman Dan Biderman Scott W. Linderman

Published in: CoRR (2024)

Keyphrases

state space
learning algorithm
dynamical systems
reinforcement learning
learning models
prior knowledge

probabilistic model
learned models
dynamic model
accurate models
supervised learning
learning systems

experimental data
computational model
learning process
statistical models
model selection

online learning
mathematical models
learning rules
graphical models
cognitive development