Sung-Hyun Son

3 papers · 2016–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

IJCAI (2) AISTATS (1)

Top co-authors

Matthew Gombolay (2) Matthew E. Woicik (1) Reed Jensen (1) Matthew C. Gombolay (1) Jessica Stigile (1) Julie Shah (1) Andrew Silva (1) Ivan Jimenez (1) Taylor Killian (1) Joseph Kim (1)

Keywords

reinforcement learning (2) stochastic gradient descent (1) online learning (1) policy gradient (1) policy extraction (1) plan inference (1) human team planning (1) planning domain model (1) decision support (1) differentiable decision tree (1) team planning (1)

Papers

Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning AISTATS 2020

Learning to Infer Final Plans in Human Team Planning IJCAI 2018

Apprenticeship Scheduling: Learning to Schedule from Human Experts IJCAI 2016