Jaekyeom Kim

According to our database, Jaekyeom Kim authored at least 10 papers between 2015 and 2024.

Collaborative distances:

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

2024

AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents.

Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

CoRR, 2024

2022

Constrained GPI for Zero-Shot Transfer in Reinforcement Learning.

Jaekyeom Kim, Seohong Park, Gunhee Kim

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Lipschitz-constrained Unsupervised Skill Discovery.

Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods.

Seohong Park, Jaekyeom Kim, Gunhee Kim

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsupervised Skill Discovery with Bottleneck Option Learning.

Jaekyeom Kim, Seohong Park, Gunhee Kim

Proceedings of the 38th International Conference on Machine Learning, 2021

Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration.

Jaekyeom Kim, Minjung Kim, Dongyeon Woo, Gunhee Kim

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

2020

Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot Learning.

Jaekyeom Kim, Hyoungseok Kim, Gunhee Kim

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

EMI: Exploration with Mutual Information.

Hyoungseok Kim, Jaekyeom Kim, Yeonwoo Jeong, Sergey Levine, Hyun Oh Song

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

EMI: Exploration with Mutual Information Maximizing State and Action Embeddings.

Hyoungseok Kim, Jaekyeom Kim, Yeonwoo Jeong, Sergey Levine, Hyun Oh Song

CoRR, 2018

2015

Image quality evaluation of LCDs based on novel RGBW sub-pixel structure.

Sungjin Kim, Dongwoo Kang, Jinsang Lee, Jaekyeom Kim, Yongmin Park, Taeseong Han, Sooyeon Jung, Jang Jin Yoo, Moojong Lim, JongSang Baek

Proceedings of the Image Quality and System Performance XII, 2015