Selection-Expansion: A Unifying Framework for Motion-Planning and Diversity Search Algorithms

Alexandre Chenu, Nicolas Perrin-Gilbert, Stéphane Doncieux +1

Reinforcement learning agents need a reward signal to learn successful policies. When this signal is sparse or the corresponding gradient is deceptive, such agents need a dedicated…