AI RESEARCH
Macro-Action Based Multi-Agent Instruction Following through Value Cancellation
arXiv CS.AI
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ArXi:2605.12655v1 Announce Type: new 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, conditioning rewards on instructions