Lifelong Machine Learning focuses on developing versatile systems that accumulate and refine their knowledge over time. This research area integrates techniques from multiple subfields of Machine Learning and Artificial Intelligence, including transfer learning, multi-task learning, online learning, and knowledge representation and maintenance.
LifelongML.org is intended to serve as a resource website for research on lifelong machine learning. These resources include:
- A reading list containing publications on lifelong machine learning
- A listing of research groups working on lifelong machine learning
- Major projects in lifelong machine learning
- Event websites
- Announcements and news about lifelong machine learning
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