Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with

Paul Ecoffet, Nicolas Fontbonne, Jean-Baptiste André +1

This paper focuses on a class of reinforcement learning problems where significant events are rare and limited to a single positive reward per episode. A typical example is that of…