A tale of two goals: leveraging sequentiality in multi-goal scenarios

Olivier Serris, Stéphane Doncieux, Olivier Sigaud

Several hierarchical reinforcement learning methods leverage planning to create a graph or sequences of intermediate goals, guiding a lower-level goal-conditioned (GC) policy to re…