Shengkun Yang

Role-Level Inductive Bias for Cross-Task Generalization in Multi-Agent Reinforcement Learning

Achieving cross-task generalization remains a critical challenge in Multi-Agent Reinforcement Learning (MARL), fundamentally relying on effective inductive biases. However, existing entity-level biases often overlook collaborative patterns, whereas task-level biases lack sufficient coverage for nove…