Wookyung Kim
Ph.D. Student
Department of Computer Science and Engineering
M.S. degree in 2022.08, Computer Science and Engineering in SungKyunKwan University
B.S. degree in 2021.02, Software in SungKyunKwan University
Research interest
Imitation Learning, Multi-Objective RL, Meta Learning
Contact
Email: kwk2696@g.skku.edu
Publications
Pareto Inverse Reinforcement Learning for Diverse Expert Policy Learning (2024)
WK Kim, M Yoo, H Woo
International Joint Conference on Artificial Intelligence (IJCAI)
Robust Policy Learning via Offline Skill Diffusion (2024)
WK Kim, M Yoo, H Woo
AAAI Conference on Artificial Intelligence (AAAI)
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents (2023)
W Choi, WK Kim, SH Kim, H Woo
Conference on Neural Information Processing Systems (NeurIPS)One-shot Imitation in a Non-Stationaary Environment via Multi-Modal Skill (2023)
S Shin, D Lee, M Yoo ,WK Kim, H Woo
International Conference on Machine Learning (ICML)
Mean-variance Based Risk-sensitive Reinforcement Learning with Interpretable Attention (2022)
WK Kim, Y Lee, H Woo
5th International Conference on Machine Vision and Applications (ICMVA)
Repot: Transferable Reinforcement Learning For Quality-centric Networked Monitoring In Various Environments (2021)
Y Lee, WK Kim, SH Choi, H Woo
IEEE Access 9, 147280-147294