Scaling Up without Fading Out: Goal-Aware Sparse GNN for RL-based Generalized Planning

Sangwoo Jeon, Juchul Shin, Gyeong-Tae Kim +2

Generalized planning using deep reinforcement learning (RL) combined with graph neural networks (GNNs) has shown promising results in various symbolic planning domains described by…