Robust and adaptive decision-making: a reinforcement learning perspective

• Main Author: Xue, Wanqi
• Other Authors: Bo An
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/173125
• Institution: Nanyang Technological University

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...