Michael Jong Kim

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 14

Top Topics

Multiarmed Bandit

Markov Decision Process

Robust Optimization

Stochastic Control

Top Venues

IEEE Trans. Autom. Control.

Oper. Res. Lett.

Publications

Ya-Tang Chuang, Michael Jong Kim
Bayesian Inventory Control: Accelerated Demand Learning via Exploration Boosts. Oper. Res. 71 (5) (2023)
Michael Gimelfarb, Michael Jong Kim
Thompson Sampling for Parameterized Markov Decision Processes with Uninformative Actions. CoRR (2023)
Jussi Keppo, Michael Jong Kim, Xinyuan Zhang
Learning Manipulation Through Information Dissemination. Oper. Res. 70 (6) (2022)
Akram Khaleghei, Michael Jong Kim
Optimal Control of Partially Observable Semi-Markovian Failing Systems: An Analysis Using a Phase Methodology. Oper. Res. 69 (4) (2021)
Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim
Calibration of Distributionally Robust Empirical Optimization Models. Oper. Res. 69 (5) (2021)
Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim
A data-driven approach to beating SAA out-of-sample. CoRR (2021)
Michael Jong Kim
Variance Regularization in Sequential Bayesian Optimization. Math. Oper. Res. 45 (3) (2020)
Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim
Worst-case sensitivity. CoRR (2020)
Dragan Banjevic, Michael Jong Kim
Thompson Sampling for Stochastic Control: The Continuous Parameter Case. IEEE Trans. Autom. Control. 64 (10) (2019)
Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim
Robust empirical optimization is almost the same as mean-variance optimization. Oper. Res. Lett. 46 (4) (2018)
Michael Jong Kim
Thompson Sampling for Stochastic Control: The Finite Parameter Case. IEEE Trans. Autom. Control. 62 (12) (2017)
Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim
Calibration of Distributionally Robust Empirical Optimization Models. CoRR (2017)
Michael Jong Kim
Robust Control of Partially Observable Failing Systems. Oper. Res. 64 (4) (2016)
Michael Jong Kim, Andrew E. B. Lim
Robust Multiarmed Bandit Problems. Manag. Sci. 62 (1) (2016)
Rui Jiang, Michael Jong Kim, Viliam Makis
Availability maximization under partial observations. OR Spectr. 35 (3) (2013)
Michael Jong Kim, Viliam Makis
Joint Optimization of Sampling and Control of Partially Observable Failing Systems. Oper. Res. 61 (3) (2013)
Rui Jiang, Michael Jong Kim, Viliam Makis
A Bayesian model and numerical algorithm for CBM availability maximization. Ann. Oper. Res. 196 (1) (2012)
Rui Jiang, Michael Jong Kim, Viliam Makis
Maximum Likelihood Estimation for a Hidden Semi-Markov Model with Multivariate Observations. Qual. Reliab. Eng. Int. 28 (7) (2012)
Michael Jong Kim, Rui Jiang, Viliam Makis, Chi-Guhn Lee
Optimal Bayesian fault prediction scheme for a partially observable system subject to random failure. Eur. J. Oper. Res. 214 (2) (2011)
Rui Jiang, Michael Jong Kim, Viliam Makis
Residual life prediction for systems subject to condition monitoring. CASE (2010)
Michael Jong Kim, Viliam Makis
Optimal maintenance policy for a multi-state deteriorating system with two types of failures under general repair. Comput. Ind. Eng. 57 (1) (2009)