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Based on this, research teams from HKUST and Tencent proposed the CausalMACEmethod, which systematically introduces causal reasoning mechanisms into open-world multi-agent systems, providing a ...

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Abstract: Biomedical knowledge graph reasoning is capable of discovering hidden new knowledge based on existing biomedical data, providing ideas and references for new drug discovery, disease research ...

Abstract: Achieving distributed reinforcement learning (RL) for large-scale cooperative multiagent systems (MASs) is challenging because: 1) each agent has access to only limited information and 2) ...