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Showing results 1 to 9 of 9

Issue Date	Title / Author(s) / Citation	File	Altmetrics
2017-06	A convex optimization approach to distributionally robust Markov decision processes with Wasserstein distance Yang, Insoon IEEE Control Systems Letters, Vol.1 No.1, pp.164-169	DOI
2018-08	A dynamic game approach to distributionally robust safety specifications for stochastic systems Yang, Insoon Automatica, Vol.94, pp.94-101	view file DOI
2018-08	Smart machining process using machine learning: A review and perspective on machining industry Kim, Dong-Hyeon; Kim, Thomas J. Y.; Wang, Xinlin; Kim, Mincheol; Quan, Ying-Jun; Oh, Jin Woo; Min, Soo-Hong; Kim, Hyungjung; Bhandari, Binayak; Yang, Insoon; Ahn, Sung-Hoon International Journal of Precision Engineering and Manufacturing-Green Technology, Vol.5 No.4, pp.555-568	DOI
2019-12	Data-Driven Distributionally Robust Stochastic Control of Energy Storage for Wind Power Ramp Management Using the Wasserstein Metric Yang, Insoon Energies, Vol.12 No.23, p. 4577	DOI
2020	A Deep Learning Approach to Spatio-Temporal Air Quality Prediction 강태우	view file link
2020	Safe Reinforcement Learning for Probabilistic Safety Verification: A Lyapunov-Based Approach 허수빈	view file link
2020	RISK-AWARE DISTRIBUTIONALLY ROBUST OPTIMIZATION FOR LEARNING-BASED AUTONOMOUS SYSTEMS Astghik Hakobyan	view file link
2023-08	Wasserstein Distributionally Robust Control and Optimization for Autonomous Systems ASTGHIK HAKOBYAN	view file link
2023-08	Learning Linear-Quadratic Regulators via Thompson Sampling with Preconditioned Langevin Dynamics 김기훈	view file link

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