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@jemoka / Jemoka Knowledge Base / wiki/concepts/human_ai_coordination.md
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--- title: "GAMMA" type: concept related: [Population Based Training] source: https://www.jemoka.com/posts/kbhhuman_ai_coordination/ confidence: high status: active --- Past Work self play: this is a \(\text{coNP}\) vs \(\text{NP}\) problem: whereas competitive self-play attempts to defend against all strategies, collaborative self-play only needs to find one useful strategy; this doesn’t generalize well because humans are not a partner behavior cloning: Population Based Training: computational super e Novelty instead, learn a generative model from both simulated agents or human data then, sample from this generative model Notable Methods Key Figs New Concepts Notes