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Showing results 1 to 7 of 7

1
DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations

Kim, Geon-Hyeong; Seo, Seokin; Lee, Jongmin; Jeon, Wonseok; Hwang, HyeongJoo; Yang, Hongseok; Kim, Kee-Eung, Tenth International Conference on Learning Representations (ICLR 2022), International Conference on Learning Representations, 2022-04-26

2
Information-Theoretic State Space Model for Multi-View Reinforcement Learning

Hwang, HyeongJoo; Seo, Seokin; Jang, Youngsoo; Kim, Sungyoon; Kim, Geon-Hyeong; Hong, Seunghoon; Kim, Kee-Eung, 40th International Conference on Machine Learning, ICML 2023, pp.14249 - 14282, ML Research Press, 2023-07-23

3
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation

Kim, Geon-Hyeong; Lee, Jongmin; Jang, Youngsoo; Yang, Hongseok; Kim, Kee-Eung, The 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Neural information processing systems foundation, 2022-12-01

4
Monte-Carlo Tree Search for Constrained MDPs

Lee, Jongmin; Kim, Geon-Hyeong; Poupart, Pascal; Kim, Kee-Eung, ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL), ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL), 2018-07-15

5
Trust Region Sequential Variational Inference

Kim, Geon-Hyeong; Jang, Youngsoo; Lee, Jongmin; Jeon, Wonseok; Yang, Hongseok; Kim, Kee-Eung, Conference on Asian Conference on Machine Learning (ACML 2019), Asian Conference on Machine Learning, 2019-11-19

6
Variational Inference for Sequential Data with Future Likelihood Estimates

Kim, Geon-Hyeong; Jang, Youngsoo; Yang, Hongseok; Kim, Kee-Eung, The 37th International Conference on Machine Learning (ICML 2020), pp.5252 - 5261, ICML Organisation, 2020-07-16

7
Variational Interaction Information Maximization for Cross-domain Disentanglement

Hwang, Hyeongjoo; Kim, Geon-Hyeong; Hong, Seunghoon; Kim, Kee-Eung, Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), Neural information processing systems foundation, 2020-12-07

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