Exploration by Learning Diverse Skills through Successor State Measures

Paul-Antoine Le Tolguenec, Yann Besse, Florent Teichteil-Konigsbuch +2

The ability to perform different skills can encourage agents to explore. In this work, we aim to construct a set of diverse skills which uniformly cover the state space. We propose…