Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning

Bastien Dubail, Stefan Stojanovic, Alexandre Proutière

Low-rank structure is a common implicit assumption in many modern reinforcement learning (RL) algorithms. For instance, reward-free and goal-conditioned RL methods often presume th…