BriefGPT.xyz
Sep, 2022
超越贝叶斯最优性:元学习你所知道的但你不知道的
Beyond Bayes-optimality: meta-learning what you know you don't know
HTML
PDF
Jordi Grau-Moya, Grégoire Delétang, Markus Kunesch, Tim Genewein, Elliot Catt...
TL;DR
通过改进元学习算法,我们展示了贝叶斯最优性之外风险和歧义敏感性同样可以作为数值优化问题的解出现,并在决策实验中通过实验验证了我们的提议。
Abstract
meta-training
agents with memory has been shown to culminate in Bayes-optimal agents, which casts
bayes-optimality
as the implicit solution to a numerical optimization problem rather than an explicit modeling ass
→