Category: reading
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MAS Conference Papers：近期多智能体系统论文阅读清单
TLDR: This page is a ranked reading shortlist for recent MAS papers, prioritizing collaboration structure, topology design, runtime efficiency, and verification.
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Beyond Individual Intelligence：LLM-based Multi-Agent Systems 的 LIFE 框架
TLDR: The LIFE survey reframes LLM multi-agent systems as a lifecycle: build individual capability, integrate collaboration, attribute failures, then evolve the system.
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《自私的基因》第11章：Meme，新的复制因子
TLDR: Memes extend the book from genes to culture: ideas, habits, and symbols can also copy, compete, mutate, and reshape human behavior.
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《自私的基因》第12章：好人终有好报
TLDR: Repeated interaction changes the logic of selfishness, making cooperation viable when strategies can be nice, retaliatory, forgiving, and non-envious.
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《自私的基因》第10章：你为我搔痒，我就骑在你的头上
TLDR: Group living and apparent altruism can often be read through self-protection, kinship, exploitation, reciprocal exchange, and the costs of being alone.
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《自私的基因》第9章：两性战争
TLDR: Sexual conflict begins with unequal parental investment, pushing males and females toward different strategies around mating, care, loyalty, and display.
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《自私的基因》第7章：计划生育
TLDR: Reproduction is a trade-off between more offspring and better-supported offspring, so restraint can be self-interested rather than species-minded.
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《自私的基因》第8章：代际之战
TLDR: Parents and children cooperate through shared genes, but their interests are not identical, which makes family care a site of real strategic conflict.