Deep transfer learning on continual learning

• المؤلف الرئيسي: Sousa Leite de Carvalho, Marcus Vinicius
• مؤلفون آخرون: Zhang Jie
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/171082
• المؤسسة: Nanyang Technological University

Artificial intelligent agents acting in the real world interact with a multitude of data streams. As a result, they must attain, accumulate and record various tasks from non-stationary data distributions. In addition, self-governing computational agents must acquire an understanding of new experienc...