Pengbin Chen

An Environmental-Complexity-Based Navigation Method Based on Hierarchical Deep Reinforcement Learning

Navigation methods based on deep reinforcement learning (RL) have recently exhibited superior performance, particularly for navigation in dynamic environments. However, most existing methods solely rely on deep neural network feature encoders to extract features from raw LiDAR data, lacking an expli…