Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis

Alexander Meulemans, Simon Schug, Seijin Kobayashi +2

To make reinforcement learning more sample efficient, we need better credit assignment methods that measure an action's influence on future rewards. Building upon Hindsight Credit…