Three papers of SISReL were accepted to ICML 2025 with one as a spotlight paper.

- Myungsik Cho, Jongeui Park, Jeonghye Kim and Youngchul Sung*, "ARS: Adaptive reward scaling for multi-task reinforcement learning," accepted to International Conference on Machine Learning (ICML), 2025

- Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, and Woohyung Lim*, "Online pre-training for offline-to-online reinforcement learning," accepted to International Conference on Machine Learning (ICML), 2025

- Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, and Woohyung Lim*,  "Penalizing infeasible actions and reward scaling in reinforcement learning with offline data," accepted to International Conference on Machine Learning (ICML), 2025 (Spotlight Paper)