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. The core innovation is embedding expert judgement, regulatory constraints, and equity objectives directly into policy learning using structured preference feedback and explicit constraints. The framework has
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History of a particular war theatre in the War on Terror We are seeking a motivated and enthusiastic candidate who has the capacity to design their own research project and work both independently and
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-physics modelling of power electronic systems and components, with special focus of magnetic components, Incorporating physics-driven machine learning approaches in power electronics design, Incorporating
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The Max Planck ETH Center for Learning Systems (CLS) addresses cross-disciplinary research questions in the design and analysis of natural and man-made learning systems. The excellent engineering
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explainable AI (XAI) methods with user-centred interaction design, combine machine learning with alternative AI methodologies (e.g., rule-based reasoning, knowledge graphs, hybrid approaches where relevant
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infrastructure. The research will investigate how machine learning models can be designed and deployed efficiently on constrained hardware platforms while supporting the reliability and security requirements
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AI technologies—foundation models, generative design tools, agent platforms, reasoning engines, and reinforcement learning—can be adapted and extended for maritime design challenges. The final research
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, optimization, and algorithm design. Your tasks: Design and analyze new reinforcement learning algorithms for solving multiobjective combinatorial optimization problems. Implement and experimentally evaluate
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for enantioselective C-H functionalization chemistry using the latest deep learning tools for protein design. Non-selective photo-chemical methods for C-H heteroarylation have been established using di-aryl ketones as a
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. You will explore how emerging AI technologies—foundation models, generative design tools, agent platforms, reasoning engines, and reinforcement learning—can be adapted and extended for maritime design