Sung-Hyun Son

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Top Venues

J. Artif. Intell. Res.

Publications

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)
Stephen Mell, Olivia M. Brown, Justin A. Goodwin, Sung-Hyun Son
Safe Predictors for Enforcing Input-Output Specifications. CoRR (2020)
Matthew C. Gombolay, Reed Jensen, Sung-Hyun Son
Machine Learning Techniques for Analyzing Training Behavior in Serious Gaming. IEEE Trans. Games 11 (2) (2019)
Ivan Dario Jimenez Rodriguez, Taylor W. Killian, Sung-Hyun Son, Matthew C. Gombolay
Interpretable Reinforcement Learning via Differentiable Decision Trees. CoRR (2019)
Taylor W. Killian, Justin A. Goodwin, Olivia M. Brown, Sung-Hyun Son
Kernelized Capsule Networks. CoRR (2019)
Justin A. Goodwin, Olivia M. Brown, Taylor W. Killian, Sung-Hyun Son
Learning Robust Representations for Automatic Target Recognition. CoRR (2018)
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)
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 (2018)
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 (2018)
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)
Matthew C. Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah
Apprenticeship Scheduling: Learning to Schedule from Human Experts. IJCAI (2016)
Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz
Distributed estimation with dependent observations in wireless sensor networks. EUSIPCO (2006)
Sung-Hyun Son, Sanjeev R. Kulkarni, Stuart C. Schwartz, Mike Roan
Communication-estimation tradeoffs in wireless sensor networks. ICASSP (5) (2005)