Kim, Changyeon

9 publications

ICLR 2026 DEAS: DEtached Value Learning with Action Sequence for Scalable Offline RL Changyeon Kim, Haeone Lee, Younggyo Seo, Kimin Lee, Yuke Zhu

ICLR 2026 HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy Myungkyu Koo, Daewon Choi, Taeyoung Kim, Kyungmin Lee, Changyeon Kim, Younggyo Seo, Jinwoo Shin

ICLR 2026 Verifier-Free Test-Time Sampling for Vision-Language-Action Models Suhyeok Jang, Dongyoung Kim, Changyeon Kim, Youngsuk Kim, Jinwoo Shin

CoLLAs 2025 Benchmarking Mobile Device Control Agents Across Diverse Configurations Juyong Lee, Taywon Min, Minyong An, Dongyoon Hahm, Haeone Lee, Changyeon Kim, Kimin Lee

ICLR 2025 Subtask-Aware Visual Reward Learning from Segmented Demonstrations Changyeon Kim, Minho Heo, Doohyun Lee, Honglak Lee, Jinwoo Shin, Joseph J Lim, Kimin Lee

NeurIPS 2023 Guide Your Agent with Adaptive Multimodal Rewards Changyeon Kim, Younggyo Seo, Hao Liu, Lisa Lee, Jinwoo Shin, Honglak Lee, Kimin Lee

ICMLW 2023 Guide Your Agent with Adaptive Multimodal Rewards Changyeon Kim, Younggyo Seo, Hao Liu, Lisa Lee, Jinwoo Shin, Honglak Lee, Kimin Lee

ICLR 2023 Preference Transformer: Modeling Human Preferences Using Transformers for RL Changyeon Kim, Jongjin Park, Jinwoo Shin, Honglak Lee, Pieter Abbeel, Kimin Lee

NeurIPSW 2022 Dynamics-Augmented Decision Transformer for Offline Dynamics Generalization Changyeon Kim, Junsu Kim, Younggyo Seo, Kimin Lee, Honglak Lee, Jinwoo Shin