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University of California Los Angeles
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Adaptive memory management can boost LLM task success by over 15 points while slashing token usage by up to 20%.
Forget hand-designed agent communication topologies: Agent Q-Mix learns decentralized communication strategies that boost accuracy and token efficiency in LLM multi-agent systems.
