Adaptive decision making using a chaotic semiconductor laser for multi-armed bandit problem with time-varying hit probabilities
Author:
Affiliation:
1. Department of Information and Computer Sciences, Saitama University
2. Department of Information Physics and Computing, Graduate School of Information Science and Technology, The University of Tokyo
Publisher
Institute of Electronics, Information and Communications Engineers (IEICE)
Subject
Rehabilitation,Physical Therapy, Sports Therapy and Rehabilitation,General Medicine
Link
https://www.jstage.jst.go.jp/article/nolta/13/1/13_112/_pdf
Reference24 articles.
1. [1] H. Robbins, “Some aspects of the sequential design of experiments,” Bulletin of the American Mathematical Society, vol. 58, no. 5, pp. 527-536, 1952.
2. [2] R.S. Sutton, and A.G. Barto, Reinforcement Learning: An Introduction, The MIT press, Cambridge, 1998.
3. [3] D. Silver, A. Huang, C.J. Maddison, A. Guez, L. Sifre, G. Van Den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel, and D. Hassabis, “Mastering the game of Go with deep neural networks and tree search,” Nature, vol. 529, no. 7587, pp. 484-489, 2016.
4. [4] K. Kuroda, H. Kato, S.J. Kim, M. Naruse, and M. Hasegawa, “Improving throughput using multi-armed bandit algorithm for wireless LANs,” NOLTA, vol. 9, no. 1, pp. 74-81, 2018.
5. [5] S. Takeuchi, M. Hasegawa, K. Kanno, A. Uchida, N. Chauvet, and M. Naruse, “Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series,” Scientific Reports, vol. 10, p. 1574, 2020.
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Parallel photonic accelerator for decision making using optical spatiotemporal chaos;Optica;2023-03-01
2. Decision making for large-scale multi-armed bandit problems using bias control of chaotic temporal waveforms in semiconductor lasers;Scientific Reports;2022-05-16
3. Photonic decision making for solving competitive multi-armed bandit problem using semiconductor laser networks;Nonlinear Theory and Its Applications, IEICE;2022
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