Isomorphic Embedding Learning

New IEL framework advances offline RL with hitting time geometry

Researchers have developed a novel operator-theoretic framework for offline reinforcement learning, aiming to accurately capture the temporal geometry of controlled Markov processes. This new approach learns a Hilbert-s…