Reinforcement Learning with Simple Sequence Priors

Tankred Saanum, Noémi Éltető, Peter Dayan +2

Everything else being equal, simpler models should be preferred over more complex ones. In reinforcement learning (RL), simplicity is typically quantified on an action-by-action ba…