Curious Explorer: a provable exploration strategy in Policy Learning

Marco Miani, Maurizio Parton, Marco Romito

Having access to an exploring restart distribution (the so-called wide coverage assumption) is critical with policy gradient methods. This is due to the fact that, while the object…