Robust and adaptive decision-making: a reinforcement learning perspective
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...
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/173125 |