Sung-Hyun Son

13 papers A* 2A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2020 A conf
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning.
AISTATS
Andrew Silva, Matthew C. Gombolay, Taylor W. Killian, Ivan Dario Jimenez Jimenez, Sung-Hyun Son
2020 J jnl
Safe Predictors for Enforcing Input-Output Specifications.
CoRR
Stephen Mell, Olivia M. Brown, Justin A. Goodwin, Sung-Hyun Son
2019 J jnl
Interpretable Reinforcement Learning via Differentiable Decision Trees.
CoRR
Ivan Dario Jimenez Rodriguez, Taylor W. Killian, Sung-Hyun Son, Matthew C. Gombolay
2019 J jnl
Kernelized Capsule Networks.
CoRR
Taylor W. Killian, Justin A. Goodwin, Olivia M. Brown, Sung-Hyun Son
2019 J jnl
Machine Learning Techniques for Analyzing Training Behavior in Serious Gaming.
IEEE Trans. Games
Matthew C. Gombolay, Reed Jensen, Sung-Hyun Son
2018 J jnl
Human-Machine Collaborative Optimization via Apprenticeship Scheduling.
CoRR
Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie A. Shah
2018 J jnl
Human-Machine Collaborative Optimization via Apprenticeship Scheduling.
J. Artif. Intell. Res.
Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie A. Shah
2018 J jnl
Learning Robust Representations for Automatic Target Recognition.
CoRR
Justin A. Goodwin, Olivia M. Brown, Taylor W. Killian, Sung-Hyun Son
2018 A* conf
Learning to Infer Final Plans in Human Team Planning.
IJCAI
Joseph Kim, Matthew E. Woicik, Matthew C. Gombolay, Sung-Hyun Son, Julie A. Shah
2017 — conf
Learning to Tutor from Expert Demonstrators via Apprenticeship Scheduling.
AAAI Workshops
Matthew Craig Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah
2016 A* conf
Apprenticeship Scheduling: Learning to Schedule from Human Experts.
IJCAI
Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah
2006 — conf
Distributed estimation with dependent observations in wireless sensor networks.
EUSIPCO
Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz
2005 — conf
Communication-estimation tradeoffs in wireless sensor networks.
ICASSP (5)
Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz, Mike Roan