Adversarial robustness of deep reinforcement learning by Qu, Xinghua

“…Furthermore, experiments on five Atari games firmly verify the superiority of our approach in terms of boosting adversarial robustness compared to other state-of-the-art methods. Most importantly, we hope this dissertation will provide a useful starting point for both evaluation and improvement of adversarial robustness in DRL.…”
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Synthesis of densely functionalized pyrroles from unprotected carbohydrates by Xia, Mengxin

“…The possible reaction pathways to obtain the pyrroles have been studied deeply using NMR and LC-MC to provide evidence for the mechanistic speculations presented in the literature. It is our hope that this can be realized one day to contribute to saving our planet.…”
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Dynamics in blue emitting metal halide perovskites for light emitting diodes by Karlsson, Max

“…The work in this thesis provides new insights on various dynamical processes in metal halide perovskites aimed at light emitting applications. The hope is that it will contribute toward the understanding of these systems and help in bringing these materials closer to practical use.…”
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抒情作家莫河的地方经验 ： 故土、历史与文化的记忆 = Lyrical writer Mo He's local experiences : the memories of homeland, history and culture by 蒋承耘 Jiang, Chengyun

“…He also had a strong sense of belonging to Singapore and he hoped Singapore could strike a balance between its growing nation-state identity and traditional cultural roots. …”
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The sensitivity of tsunami models and tsunami energy to geologically constrained fault sources and shallow bathymetry by Felix, Raquel Picar

“…Overall, this thesis addressed the sensitivity of tsunami models and tsunami energy to geologically constrained fault sources and shallow bathymetry. I hope that my contributions will help in the advancement of tsunami research and can be applied in future work.…”
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In-situ infrared spectroscopy studies of surface reactions over irradiated photocatalysts by Gong, Dangguo

“…A model is proposed for visible photo-activity via SPRpromoted electron transfer from Ag metal to TiO2. It is hoped that the in-situ spectroscopic investigations at the reactant/catalyst interface expounded in this Thesis give major impetus to subsequent research in the field. …”
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Tsewang Norbu NGB by Cantwell, C, Mayer, R

“…Since our collection is incomplete and it is to be hoped that at some stage the missing volumes might be recovered, we have numbered the texts in each volume separately. …”