Seokin Seo, HyeongJoo Hwang, Hongseok Yang, and Kee-Eung Kim: Regularized Behavior Cloning for Blocking the Leakage of Past Action Information. Advances in Neural Information Processing Systems (NeurIPS). 2023. Spotlight [📄 Abstract] [✏️ Paper] [🧑💻 Code]
Daiki E. Matsunaga*, Jongmin Lee*, Jaeseok Yoon, Stefanos Leonardos, Pieter Abbeel, and Kee-Eung Kim: AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation. Advances in Neural Information Processing Systems (NeurIPS). 2023. [📄 Abstract] [✏️ Paper] [🧑💻 Code]
HyeongJoo Hwang, Seokin Seo, Youngsoo Jang, Sungyoon Kim, Geon-Hyeong Kim, Seunghoon Hong, and Kee-Eung Kim: Information-Theoretic State Space Model for Multi-View Reinforcement Learning. Proceedings of International Conference on Machine Learning (ICML). 2023. Oral presentation [📄 Abstract] [✏️ Paper] [🧑💻 Code]