Google DeepMind, London, UK; University College London, London, UK; Google DeepMind, London, UK; Google DeepMind, Montreal, Canada; University of Alberta, Edmonton, Canada
Gellert Weisz, András György, Csaba Szepesvari
Reinforcement learning;linear function approximation;online learning
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore