Advancing autonomy through lifelong learning: a survey of autonomous intelligent systems

• DOI: 10.3389/fnbot.2024.1385778
• Publication Date: 2024-04-05T10:24:33Z
• Authors: Dekang Zhu; Qianyi Bu; Zhongpan Zhu; Yujie Zhang; Zhipeng Wang
• Keywords: Popularity

The combination of lifelong learning algorithms with autonomous intelligent systems (AIS) is gaining popularity due to its ability enhance AIS performance, but the existing summaries in related fields are insufficient. Therefore, it necessary systematically analyze research on systems, aiming gain a better understanding current progress this field. This paper presents thorough review and analysis relevant work integration systems. Specifically, we investigate diverse applications AIS’s domains such as driving, anomaly detection, robots, emergency management, while assessing their impact enhancing performance reliability. challenging problems encountered for summarized based profound literature review. advanced innovative development discussed offering valuable insights guidance researchers rapidly evolving