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DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning

Yao Mu, Yuzheng Zhuang, Fei Ni, Bin Wang, Jianyu Chen, Jianye Hao, Ping Luo

2022Year
15Citations
9Top-tier citations

Abstract

According to the Barber and Agakov's variational lower bound [1], the mutual information I(x; y) between x and y can be bounded as follows:

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