Predictive Information Accelerates Learning in RL

作者: Kuang-Huei Lee, Ian Fischer, Anthony Liu, Yijie Guo, Honglak Lee, John Canny, Sergio Guadarrama

摘要

The Predictive Information is the mutual information between the past and the future, I(X