Robust Instruction Compliance in Cooperative Multi-Agent Reinforcement Learning.

arXiv:2605.12655v4 Announce Type: replace Abstract: Multi-agent reinforcement learning (MARL) in real-world use cases may need to adapt to external natural language instructions that interrupt ongoing behavior and conflict with long-horizon objectives. However