mesa-optimizer

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mesa-optimizer

2019年6月24日 — With the possibility of mesa optimizers, this worry is doubled: we need to ensure both that the base objective is aligned with humans (called ... ,Mesa-Optimization is the situation that occurs when a learned model (such as a neural network) is itself an optimizer. A base optimizer optimizes and ... ,2019年6月1日 — Mesa-optimization occurs when a base optimizer (in searching for algorithms to solve some problem) finds a model that is itself an optimizer, ... ,2019年12月14日 — In the post introducing mesa optimization, the authors defined an optimizer as a system [that is] internally searching through a search ... ,Mesa-Optimization is the situation that occurs when a learned model (such as a neural network) is itself an optimizer. A base optimizer optimizes and ... ,Mesa-optimizer: A mesa-optimizer is a learned algorithm that is itself an optimizer. Mesa-objective: A mesa-objective is the objective of a mesa-optimizer. Meta ... ,由 E Hubinger 著作 · 2019 · 被引用 16 次 — We believe that the possibility of mesa-optimization raises two important ... Second, when a learned model is an optimizer, what will its ... ,Mesa-optimizers are simply a particular type of algorithm that the base optimizer might find to solve its task. Furthermore, we will generally be thinking of ...

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mesa-optimizer 相關參考資料
[AN #58] Mesa optimization: what it is, and why we should care

2019年6月24日 — With the possibility of mesa optimizers, this worry is doubled: we need to ensure both that the base objective is aligned with humans (called ...

https://www.lesswrong.com

Mesa-Optimization - LessWrong

Mesa-Optimization is the situation that occurs when a learned model (such as a neural network) is itself an optimizer. A base optimizer optimizes and ...

https://www.lesswrong.com

Conditions for Mesa-Optimization - LessWrong

2019年6月1日 — Mesa-optimization occurs when a base optimizer (in searching for algorithms to solve some problem) finds a model that is itself an optimizer, ...

https://www.lesswrong.com

Is the term mesa optimizer too narrow? - LessWrong

2019年12月14日 — In the post introducing mesa optimization, the authors defined an optimizer as a system [that is] internally searching through a search ...

https://www.lesswrong.com

Mesa-Optimization - AI Alignment Forum

Mesa-Optimization is the situation that occurs when a learned model (such as a neural network) is itself an optimizer. A base optimizer optimizes and ...

https://www.alignmentforum.org

Risks from Learned Optimization in Advanced ML Systems

Mesa-optimizer: A mesa-optimizer is a learned algorithm that is itself an optimizer. Mesa-objective: A mesa-objective is the objective of a mesa-optimizer. Meta ...

https://intelligence.org

Risks from Learned Optimization in Advanced Machine ... - arXiv

由 E Hubinger 著作 · 2019 · 被引用 16 次 — We believe that the possibility of mesa-optimization raises two important ... Second, when a learned model is an optimizer, what will its ...

https://arxiv.org

mesa-optimizationpost1.md at master - GitHub

Mesa-optimizers are simply a particular type of algorithm that the base optimizer might find to solve its task. Furthermore, we will generally be thinking of ...

https://github.com