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cs.LG2020★ 2 cited
Bayesian Meta-reinforcement Learning for Traffic Signal Control
Yayi Zou, Zhiwei Qin
In recent years, there has been increasing amount of interest around meta reinforcement learning methods for traffic signal control, which have achieved better performance compared…
cs.LG2020★ 4 cited
Gradient-EM Bayesian Meta-learning
Yayi Zou, Xiaoqi Lu
Bayesian meta-learning enables robust and fast adaptation to new tasks with uncertainty assessment. The key idea behind Bayesian meta-learning is empirical Bayes inference of hiera…