Sheng-Hao Chen

Robot Intelligent Decision-making: From Rule-based Systems to Deep Learning and Multi-agent Methods

The results show that although the rule-based method provides interpretability and security, the deep learning method performs well in dealing with high-dimensional sensory input and an unstructured environment and Multi-Agent Reinforcement Learning shows great potential in the application of cooperative robots.