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[[PDF]](uploads/482ee5c7aa124e7cc55516b0da47283e/disturbance-agnostic-robust-performance.pdf)
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[[Details]](https://langbein.org/disturbance-agnostic-robust-performance-with-structured-uncertainties-and-initial-state-error-in-classical-versus-quantum-oscillatory-systems/)
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* I Khalid, CA Weider, EA Jonckheere, SG Shermer, FC Langbein. **Sample-efficient Model-based Reinforcement Learning for Quantum Control**. Preprint, 2023.
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[[arXiv:2304.09718]](https://arxivb.org/abs/2304.09718)
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[[PDF]](uploads/a7b1bfbc2df30aa54e4479d92495f77e/main.pdf)
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* I Khalid, CA Weider, EA Jonckheere, SG Shermer, FC Langbein. **Sample-efficient Model-based Reinforcement Learning for Quantum Control**. Phys. Rev. Research 5, 043002, 2023.
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[[DOI:10.1103/PhysRevResearch.5.043002]](https://doi.org/10.1103/PhysRevResearch.5.043002)
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[[arXiv:2304.09718]](https://arxiv.org/abs/2304.09718)
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[[PDF]](uploads/9b94ae231833de5c1c2c2666ae8dbb6d/main.pdf)
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[[Details]](https://langbein.org/model-based-rl)
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* SP O'Neil, I Khalid, AA Rompokmos, CA Weidner, FC Langbein, S Schirmer, EA Jonckmheere. **Analyzing and Unifying Robustness Measures for Excitation Transfer Control in Spin Networks**.
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