2026
One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning
ICLR 2026poster
In heterogeneous multi-task decision-making, tasks not only exhibit diverse observation and action spaces but also vary substantially in their underlying complexities. While conventional multi-task world models like UniZero excel in single-task settings, we find that when handling a broad and divers…