Marrying Causal Representation Learning with Dynamical Systems for Science.

Dingling Yao Caroline Muller Francesco Locatello

Published in: CoRR (2024)

Keyphrases

dynamical systems
predictive state representations
qualitative simulation
learning algorithm
connectionist networks
differential equations
phase space
reinforcement learning
dynamic systems
latent variable models
hidden markov models
partially observable
reinforcement learning methods