Sung-Hyun Son

According to our database, Sung-Hyun Son authored at least 12 papers between 2005 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Safe Predictors for Enforcing Input-Output Specifications.

Stephen Mell, Olivia M. Brown, Justin A. Goodwin, Sung-Hyun Son

CoRR, 2020

Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning.

Andrew Silva, Matthew C. Gombolay, Taylor W. Killian, Ivan Dario Jimenez Jimenez, Sung-Hyun Son

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Machine Learning Techniques for Analyzing Training Behavior in Serious Gaming.

Matthew C. Gombolay, Reed Jensen, Sung-Hyun Son

IEEE Trans. Games, 2019

Kernelized Capsule Networks.

Taylor W. Killian, Justin A. Goodwin, Olivia M. Brown, Sung-Hyun Son

CoRR, 2019

Interpretable Reinforcement Learning via Differentiable Decision Trees.

Ivan Dario Jimenez Rodriguez, Taylor W. Killian, Sung-Hyun Son, Matthew C. Gombolay

CoRR, 2019

2018

Human-Machine Collaborative Optimization via Apprenticeship Scheduling.

Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie A. Shah

J. Artif. Intell. Res., 2018

Learning Robust Representations for Automatic Target Recognition.

Justin A. Goodwin, Olivia M. Brown, Taylor W. Killian, Sung-Hyun Son

CoRR, 2018

Learning to Infer Final Plans in Human Team Planning.

Joseph Kim, Matthew E. Woicik, Matthew C. Gombolay, Sung-Hyun Son, Julie A. Shah

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Learning to Tutor from Expert Demonstrators via Apprenticeship Scheduling.

Matthew Craig Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Apprenticeship Scheduling: Learning to Schedule from Human Experts.

Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2006

Distributed estimation with dependent observations in wireless sensor networks.

Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Communication-estimation tradeoffs in wireless sensor networks.

Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz, Mike Roan

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005