Sungryull Sohn

Uncorrelated Component Analysis-Based Hashing

Junmo Kim, Hyunwoo Kim, Sungryull Sohn, 2017, IEEE Transactions on Image Processing.

Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments pdf

Honglak Lee, Richard L. Lewis, Kimin Lee, 2020, ArXiv.

Neural Task Graph Execution

Honglak Lee, Junhyuk Oh, Sungryull Sohn, 2018 .

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks pdf

Harm van Seijen, Mehdi Fatemi, Jongwook Choi, 2021, ICML.

Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments

Honglak Lee, Richard L. Lewis, Kimin Lee, 2021, IJCAI.

Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning pdf

Wilka Carvalho, Sungryull Sohn, Honglak Lee, 2021, NeurIPS.

Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies pdf

Honglak Lee, Jongwook Choi, Sungryull Sohn, 2020, ICLR.