SpecMAGIC: Specification-Guided Multi-Task Generalization in Multi-Agent Reinforcement Learning.

arXiv:2610.30443v1 Announce Type: new Abstract: Multi-task generalization is an important yet underexplored problem in multi-agent reinforcement learning (MARL). Many real-world applications require multi-agent systems to generalize across complex, temporally