Jongwook Choi
University of Michigan
H-index: 11
North America-United States
Top articles of Jongwook Choi
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Fast inference and transfer of compositional task structures for few-shot task generalization | Sungryull Sohn Hyunjae Woo Jongwook Choi Lyubing Qiang Izzeddin Gur | 2022/8/17 | |
Lipschitz-constrained Unsupervised Skill Discovery | Seohong Park Jongwook Choi Jaekyeom Kim Honglak Lee Gunhee Kim | 2022/2/2 | |
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks | Sungryull Sohn Sungtae Lee Jongwook Choi Harm van Seijen Mehdi Fatemi | 2021/7/13 | |
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning | arXiv preprint arXiv:2106.01404 | Jongwook Choi Archit Sharma Honglak Lee Sergey Levine Shixiang Shane Gu | 2021/6/2 |
Environment generation for zero-shot compositional reinforcement learning | Advances in Neural Information Processing Systems | Izzeddin Gur Natasha Jaques Yingjie Miao Jongwook Choi Manoj Tiwari | 2021/12/6 |
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning | NeurIPS 2021 (Advances in neural information processing systems) | Christopher Hoang Sungryull Sohn Jongwook Choi Wilka Carvalho Honglak Lee | 2021/12/6 |
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards | Advances in Neural Information Processing Systems | Yijie Guo Jongwook Choi Marcin Moczulski Shengyu Feng Samy Bengio | 2020 |
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies | Sungryull Sohn Hyunjae Woo Jongwook Choi Honglak Lee | 2020/1/1 |