DORA The Explorer: Directed Outreaching Reinforcement Action-Selection

Leshem Choshen, Lior Fox, Yonatan Loewenstein

Exploration is a fundamental aspect of Reinforcement Learning, typically implemented using stochastic action-selection. Exploration, however, can be more efficient if directed towa…