BriefGPT.xyz
Feb, 2023
CO-BED: 基于贝叶斯实验设计的信息论环境优化
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design
HTML
PDF
Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster
TL;DR
通过贝叶斯实验设计的角度形式化了环境优化问题，并提出了CO-BED -一种使用信息理论原理设计上下文实验的通用模型不可知框架。CO-BED通过一系列实验证明了优越性。
Abstract
We formalize the problem of
contextual optimization
through the lens of
bayesian experimental design
and propose
co-bed
-- a general, mode
→