Robust and adaptive decision-making: a reinforcement learning perspective

• المؤلف الرئيسي: Xue, Wanqi
• مؤلفون آخرون: Bo An
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173125

How to make decisions in complex and uncertain environments is a challenging and crucial task. Adversaries and perturbations in these environments disrupt existing policies, while the dynamic nature of the environments renders policies obsolete. Therefore, it is vital to learn robust policies capabl...