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Sung-Hyun Son
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2020 – today
- 2020
- [c6]Andrew Silva, Matthew C. Gombolay, Taylor W. Killian, Ivan Dario Jimenez Jimenez, Sung-Hyun Son:
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning. AISTATS 2020: 1855-1865 - [i5]Stephen Mell, Olivia M. Brown, Justin A. Goodwin, Sung-Hyun Son:
Safe Predictors for Enforcing Input-Output Specifications. CoRR abs/2001.11062 (2020)
2010 – 2019
- 2019
- [j2]Matthew C. Gombolay
, Reed Jensen, Sung-Hyun Son:
Machine Learning Techniques for Analyzing Training Behavior in Serious Gaming. IEEE Trans. Games 11(2): 109-120 (2019) - [i4]Ivan Dario Jimenez Rodriguez, Taylor W. Killian, Sung-Hyun Son, Matthew C. Gombolay:
Interpretable Reinforcement Learning via Differentiable Decision Trees. CoRR abs/1903.09338 (2019) - [i3]Taylor W. Killian, Justin A. Goodwin, Olivia M. Brown, Sung-Hyun Son:
Kernelized Capsule Networks. CoRR abs/1906.03164 (2019) - 2018
- [j1]Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie A. Shah:
Human-Machine Collaborative Optimization via Apprenticeship Scheduling. J. Artif. Intell. Res. 63: 1-49 (2018) - [c5]Joseph Kim, Matthew E. Woicik, Matthew C. Gombolay, Sung-Hyun Son, Julie A. Shah:
Learning to Infer Final Plans in Human Team Planning. IJCAI 2018: 4771-4779 - [i2]Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie A. Shah:
Human-Machine Collaborative Optimization via Apprenticeship Scheduling. CoRR abs/1805.04220 (2018) - [i1]Justin A. Goodwin, Olivia M. Brown, Taylor W. Killian, Sung-Hyun Son:
Learning Robust Representations for Automatic Target Recognition. CoRR abs/1811.10714 (2018) - 2017
- [c4]Matthew Craig Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah:
Learning to Tutor from Expert Demonstrators via Apprenticeship Scheduling. AAAI Workshops 2017 - 2016
- [c3]Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah:
Apprenticeship Scheduling: Learning to Schedule from Human Experts. IJCAI 2016: 826-833
2000 – 2009
- 2006
- [c2]Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz:
Distributed estimation with dependent observations in wireless sensor networks. EUSIPCO 2006: 1-5 - 2005
- [c1]Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz, Mike Roan:
Communication-estimation tradeoffs in wireless sensor networks. ICASSP (5) 2005: 1065-1068
Coauthor Index
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