Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations

Konstantinos Mitsides, Maxence Faldor, Antoine Cully

Quality-Diversity optimization comprises a family of evolutionary algorithms aimed at generating a collection of diverse and high-performing solutions. MAP-Elites (ME), a notable e…