Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning

Shudong Wang, Xinfei Wang, Chenhao Zhang +4

Multi-task reinforcement learning (MTRL) seeks to learn a unified policy for diverse tasks, but often suffers from gradient conflicts across tasks. Existing masking-based methods a…