EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning

EXPLORER is a neuro-symbolic agent that combines neural exploration with symbolic exploitation to excel in text-based games by learning interpretable policies and achieving better generalization over unseen entities.