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Robust Reinforcement Learning with Bayesian Optimisation and Quadrature.

, , , , , и . J. Mach. Learn. Res., (2020)

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Robert Osborne

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Petra Liebl-Osborne

 

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Science and the French Empire. Isis, 96 (1): 80--87 (марта 2005)Bayesian Optimisation over Multiple Continuous and Categorical Inputs., , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 8276-8285. PMLR, (2020)Revisiting Design Choices in Offline Model Based Reinforcement Learning., , , , и . ICLR, OpenReview.net, (2022)GLASSES: Relieving The Myopia Of Bayesian Optimisation., , и . AISTATS, том 51 из JMLR Workshop and Conference Proceedings, стр. 790-799. JMLR.org, (2016)Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults., , , и . AAAI, стр. 349-355. AAAI Press, (2012)Adversarial Attacks on Graph Classifiers via Bayesian Optimisation., , , , , и . NeurIPS, стр. 6983-6996. (2021)Bayesian Quadrature for Neural Ensemble Search., , , , и . Trans. Mach. Learn. Res., (2023)Walking the Values in Bayesian Inverse Reinforcement Learning., , , и . CoRR, (2024)Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI., , , , , , , , , и 15 other автор(ы). ICML, OpenReview.net, (2024)Improved Stochastic Trace Estimation using Mutually Unbiased Bases., , , и . UAI, стр. 310-318. AUAI Press, (2018)