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能否借鉴AI小镇的思路实现长期记忆? #45

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Winter-of-Cirno opened this issue Oct 31, 2023 · 1 comment
Open

能否借鉴AI小镇的思路实现长期记忆? #45

Winter-of-Cirno opened this issue Oct 31, 2023 · 1 comment

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@Winter-of-Cirno
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《Generative Agents: Interactive Simulacra of Human Behavior》中,作者对智能体的记忆做了一些特殊的处理,所有记忆都按时间进行组织,在取回记忆时,需要同时计算时间衰减因子、重要性和余弦相似度。同时,还通过Reflection机制形成记忆树,方便智能体产生抽象认识。在模拟的小镇环境中,智能体似乎已经具有了一定程度上的长期记忆。这套方法对本项目是否有借鉴意义呢?

@LC1332
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LC1332 commented Nov 1, 2023

我们最近在做的一个把ChatHaruhi集成到主播女孩重度依赖的会和这种想法类似。但是你关键是设计这种算法难以设计特别好的benchmark来验证。

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