Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs

Lili Wu, Ben Evans, Riashat Islam +3

Discovering an informative, or agent-centric, state representation that encodes only the relevant information while discarding the irrelevant is a key challenge towards scaling rei…