On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning

HoJoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, ByungKun Lee, Jaegul Choo. On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 18988-19009, PMLR, 2023. [doi]

Abstract

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