Analytic Manifold Learning: Unifying and Evaluating Representations for Continuous Control

Rika Antonova, Maksim Maydanskiy, Danica Kragic +2

We address the problem of learning reusable state representations from streaming high-dimensional observations. This is important for areas like Reinforcement Learning (RL), which…