SISRel solved the metaworld MT 10 multitask environment for the first time. The proposed solution is Adaptive Reward Scaling and this work will be presented at ICML 2025.
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