Jongwook Choi

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards

Honglak Lee, Mohammad Norouzi, Marcin Moczulski, 2020, NeurIPS.

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks pdf

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

Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning

Sergey Levine, Jongwook Choi, Shixiang Shane Gu, 2021, ICML.

Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning pdf

Sergey Levine, Jongwook Choi, Shixiang Shane Gu, 2021, ArXiv.

Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies pdf

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