DisTop: Discovering a Topological representation to learn diverse and rewarding skills

Arthur Aubret, Laetitia matignon, Salima Hassas

The optimal way for a deep reinforcement learning (DRL) agent to explore is to learn a set of skills that achieves a uniform distribution of states. Following this,we introduce Dis…