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most citedDeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

978 citations · 1.3k across the 28 of their papers we have counts for

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cs.MA2023

Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination

Jiawei Wang, Jian Zhao, Zhengtao Cao +3

Multi-agent reinforcement learning shines as the pinnacle of multi-agent systems, conquering intricate real-world challenges, fostering collaboration and coordination among agents,…