Hsiao-Ru Pan

Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions

2022 · arXiv (Cornell University)

How can agents learn internal models that veridically represent interactions with the real world is a largely open question. As machine learning is moving towards representations containing not just observational but also interventional knowledge, we …