Jiongda Wang

From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning

Abstraction is a critical technique in general problem-solving, allowing complex tasks to be decomposed into smaller, manageable sub-tasks. While traditional symbolic planning relies on predefined primitive symbols to construct structured abstractions, its reliance on formal representations limits a