Cooperative multi-agent reinforcement learning (MARL) methods incorporate division of labor (DOL) mechanisms to improve cooperation, with CTC being a new challenge for evaluating MARL methods. CTC exposes the need for better DOL in MARL. The development of CTC signals a shift in MARL research towards more complex, real-world tasks.
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11 days ago