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Author

Dongbin Zhao

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2025

Learning and Planning Multi-Agent Tasks via an MoE-based World Model

M3W is a novel approach that applies mixture-of-experts (MoE) to world model instead of policy, enabling both learning and planning, and demonstrates superior performance, sample efficiency, and multi-task adaptability.

Zi-Jie Zhao, Zhong Zhao, Kaixuan Xu et al. · 9 citations

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