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Jongwook Choi

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Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection

Mar 11, 2024
Jongwook Choi, Taehoon Kim, Yonghyun Jeong, Seungryul Baek, Jongwon Choi

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Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning

Feb 05, 2024
Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G. M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, Arjun KG, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi, Brent Yi

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Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization

May 25, 2022
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, lyubing qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee

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Lipschitz-constrained Unsupervised Skill Discovery

Feb 08, 2022
Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim

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Environment Generation for Zero-Shot Compositional Reinforcement Learning

Jan 21, 2022
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust

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

Nov 18, 2021
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee

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Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks

Jul 13, 2021
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee

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Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning

Jun 02, 2021
Jongwook Choi, Archit Sharma, Honglak Lee, Sergey Levine, Shixiang Shane Gu

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Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies

Jan 01, 2020
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee

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Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy

Jul 24, 2019
Yijie Guo, Jongwook Choi, Marcin Moczulski, Samy Bengio, Mohammad Norouzi, Honglak Lee

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