A Multi-armed Bandit Algorithm Available in Stationary or Non-stationary Environments Using Self-organizing Maps

Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi. A Multi-armed Bandit Algorithm Available in Stationary or Non-stationary Environments Using Self-organizing Maps. In Igor V. Tetko, Vera Kurková, Pavel Karpov, Fabian J. Theis, editors, Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part I. Volume 11727 of Lecture Notes in Computer Science, pages 529-540, Springer, 2019. [doi]

Authors

Nobuhito Manome

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Shuji Shinohara

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Kouta Suzuki

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Kosuke Tomonaga

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Shunji Mitsuyoshi

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