Hierarchical Deep Deterministic Policy Gradient for Autonomous Maze Navigation of Mobile Robots

Wenjie Hu, Ye Zhou, Hann Woei Ho

Maze navigation is a fundamental challenge in robotics, requiring agents to traverse complex environments efficiently. While the Deep Deterministic Policy Gradient (DDPG) algorithm…