Efficient planning in continuous state and action spaces is fundamentally hard, even when the transition model deterministic known. One way to alleviate this challenge perform bilevel with abstractions, where a high-level search for abstract plans used guide original space. Previous work has shown that abstractions form of symbolic predicates are hand-designed, operators samplers can be learned...