Efficient Hierarchical Reinforcement Learning via Mutual Information Constrained Subgoal Discovery

Kaishen Wang, Jingqing Ruan, Qingyang Zhang, Dengpeng Xing. Efficient Hierarchical Reinforcement Learning via Mutual Information Constrained Subgoal Discovery. In Biao Luo, Long Cheng 0001, Zheng-Guang Wu, Hongyi Li 0001, Chaojie Li, editors, Neural Information Processing - 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part VII. Volume 1961 of Communications in Computer and Information Science, pages 76-87, Springer, 2023. [doi]

Abstract

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