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The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems., , и . CoRL, том 87 из Proceedings of Machine Learning Research, стр. 466-476. PMLR, (2018)Safe controller optimization for quadrotors with Gaussian processes., , и . ICRA, стр. 491-496. IEEE, (2016)Information-Theoretic Safe Exploration with Gaussian Processes., , , , и . NeurIPS, (2022)Safe learning of regions of attraction for uncertain, nonlinear systems with Gaussian processes., , , и . CDC, стр. 4661-4666. IEEE, (2016)Scalable Meta-Learning with Gaussian Processes., , , , , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 1981-1989. PMLR, (2024)Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning., , и . NeurIPS, (2020)Safe Exploration for Interactive Machine Learning., , и . NeurIPS, стр. 2887-2897. (2019)Information-Directed Exploration for Deep Reinforcement Learning., , , и . ICLR (Poster), OpenReview.net, (2019)Safe and robust learning control with Gaussian processes., и . ECC, стр. 2496-2501. IEEE, (2015)Bayesian optimization for maximum power point tracking in photovoltaic power plants., , , и . ECC, стр. 2078-2083. IEEE, (2016)