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 extended tasks with diverse inter-agent…
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- 2026-10-23 04:00 · arXiv cs.AI
SpecMAGIC: Specification-Guided Multi-Task Generalization in Multi-Agent Reinforcement Learning