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Daniel Straub

Safety integrity framework for automated driving

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Mar 26, 2025
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Deep Belief Markov Models for POMDP Inference

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Mar 17, 2025
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Convex Is Back: Solving Belief MDPs With Convexity-Informed Deep Reinforcement Learning

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Feb 13, 2025
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An investigation of belief-free DRL and MCTS for inspection and maintenance planning

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Dec 22, 2023
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POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance

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Jul 16, 2023
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Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems

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Dec 15, 2022
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Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines

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Dec 23, 2019
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Bayesian Network Enhanced with Structural Reliability Methods: Methodology

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Mar 27, 2012
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Reliability updating with equality information

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Mar 24, 2012
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