Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning

Po-Shao Lin, Jia-Fong Yeh, Yi-Ting Chen +1

We observe that current state-of-the-art (SOTA) methods suffer from the performance imbalance issue when performing multi-task reinforcement learning (MTRL) tasks. While these meth…