Seokin Seo

According to our database, Seokin Seo authored at least 8 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Goal-Conditioned DPO: Prioritizing Safety in Misaligned Instructions.

Joo Bon Maeng, Seongmin Lee, Seokin Seo, Kee-Eung Kim

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models.

Seongmin Lee, Jaewook Shin, Youngjin Ahn, Seokin Seo, Ohjoon Kwon, Kee-Eung Kim

CoRR, 2024

Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction.

Seokin Seo, Byung-Jun Lee, Jongmin Lee, HyeongJoo Hwang, Hongseok Yang, Kee-Eung Kim

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Regularized Behavior Cloning for Blocking the Leakage of Past Action Information.

Seokin Seo, HyeongJoo Hwang, Hongseok Yang, Kee-Eung Kim

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

HyeongJoo Hwang, Seokin Seo, Youngsoo Jang, Sungyoon Kim, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim

Proceedings of the International Conference on Machine Learning, 2023

2022

DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations.

Geon-Hyeong Kim, Seokin Seo, Jongmin Lee, Wonseok Jeon, HyeongJoo Hwang, Hongseok Yang, Kee-Eung Kim

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Monte-Carlo Planning and Learning with Language Action Value Estimates.

Youngsoo Jang, Seokin Seo, Jongmin Lee, Kee-Eung Kim

Proceedings of the 9th International Conference on Learning Representations, 2021

2018

A Bayesian Approach to Generative Adversarial Imitation Learning.

Wonseok Jeon, Seokin Seo, Kee-Eung Kim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018