Successor Feature Sets: Generalizing Successor Representations Across Policies

Kianté Brantley, Soroush Mehri, Geoffrey J. Gordon

Successor-style representations have many advantages for reinforcement learning: for example, they can help an agent generalize from past experience to new goals, and they have bee…