Artificial Intelligence & Probabilistic Reasoning Lab
한국과학기술원 본교(제1캠퍼스) 김재철AI대학원
김기응 교수
Multi-Agent Systems
Policy Optimization
Bayesian Learning
발행물
전체 논문
130
21
COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation
Jongmin Lee, Cosmin Paduraru, Daniel J. Mankowitz, Nicolas Heess, Doina Precup, Kee-Eung Kim, Arthur Guez
International Conference on Learning Representations (ICLR), 2022
22
Multi-View Repre
HyeongJoo Hwang, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim
International Conference on Learning Representations (ICLR), 2021
23
Multi-View Representation Learning via Total Correlation Objective
HyeongJoo Hwang, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim
Advances in Neural Information Processing Systems (NeurIPS), 2021
24
효율적인 다중태스크 오프라인 모델기반 강화학습 알고리즘에 대한 연구
김건형, 장영수, 이종민, 김기응
한국소프트웨어종합학술대회, 한국정보과학회, 2021
25
Augment & Valuate : A Data Enhancement Pipeline for Data-Centric AI
Youngjune Lee, Oh Joon Kwon, Haeju Lee, Joonyoung Kim, Kangwook Lee, Kee-Eung Kim
Neural Information Processing Systems (NeurIPS) Data-Centric AI workshop, 2021
26
Dual Correction Strategy for Ranking Distillation in Top-N Recommender System
Youngjune Lee, Kee-Eung Kim
Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM), 2021
27
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
Jongmin Lee*, Wonseok Jeon*, Byung-Jun Lee, Joelle Pineau, Kee-Eung Kim
Proceedings of the International Conference on Machine Learning (ICML), 2021
28
End-to-End Document-Grounded Conversation with Encoder-Decoder Pre-Trained Language Model
Jinhyeon Kim, Donghoon Ham, Jeong-Gwan Lee, Kee-Eung Kim
AAAI Conference on Artificial Intelligence (AAAI) DSTC9 Workshop, 2021
29
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic
Deunsol Yoon*, Sunghoon Hong*, Byung-Jun Lee, Kee-Eung Kim
International Conference on Learning Representations (ICLR), 2021
30
Monte-Carlo Planning and Learning with Language Action Value Estimates
Youngsoo Jang, Seokin Seo, Jongmin Lee, Kee-Eung Kim
International Conference on Learning Representations (ICLR), 2021