Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling
arXiv:2605.14350v1 Announce Type: new
Abstract: Multi-task reinforcement learning (MTRL) aims to train a single agent to efficiently optimize performance across multiple tasks simultaneously. However, jointly optimizing all tasks often yields imbalanc…