Learn Once Plan Arbitrarily (LOPA): Attention-Enhanced Deep Reinforcement Learning Method for Global Path Planning

no code implementations • 8 Jan 2024 • Guoming Huang, Mingxin Hou, Xiaofang Yuan, Shuqiao Huang, Yaonan Wang

However, when dealing with global planning tasks, these methods face serious challenges such as poor convergence and generalization.