Abstract
We conducted two experiments with the One-Armed Bandit, one at the VFW lodge at Salisbury, MD. and another at the Taj Mahal Casino and Hotel, at Atlantic City. We trained a backpropagation Neural Network using the patterns of hundreds of successive pulls as input. We show that is is possible to predict, by a trained Network, the pattern of the ensuing combination.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ansari, A.M., Lin, F.C.: Forecasting Financial Trends in Stock Markets with Neural Networks. In: Proceedings of the 3rd International conference on System Integration, Sao Paulo, August 15-19, pp. 188–196 (1994)
Baptist, G., Lin, F.C., Nelson Jr, J.: Note on the Long Term Trend of the Dow Jones Industrial Average. Neural Network World 6(3), 259–262 (1996); IEEE European Workshop Special Issue on Neurofuzzy 1996
Elborn, S., Lin, F.C.: Analysis and Prediction of Earthquakes for Southern California Using a Neural Network. Geologia Applicata eldrogeologia xxvii, 111–121 (1992)
Slot Smarts. Carol Publishing Group, Secaucus (1996)
Johnson, G.P., Lin, F.C.: Hurricane Tracking via Backpropagation Neural Network. In: Proceeding of the IEEE International Conference on Neural Networks, Perth, Australia, vol. 2, pp. 1103–1106 (1995)
Lin, F.C., Lin, M.: Analysis of Financial Data Using Neural Network, pp. 37–41. A.I. Expert, San Francisco (1993)
Lin, F.C., Panikkar, I.: Study of Seismic Activity in Central Asia Applying a Parallel distributed Paradigm. In: Proceedings of the 1995 International Geoscience and Remote Sensing Symposium, Firenze, Italy, July 10-14 (1995)
Patricks, J.: Slots. Carol Publishing Group, Secaucus (1994)
Takens, F.: Detecting Strange Attractors in Turbulence. In: Rand, D.A., Young, L.S. (eds.) Lecture Notes in Mathematics, vol. 898, p. 366. Springer, Berlin (1981)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2000 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lin, F.C., Ju, X. (2000). Investigation of the One-Armed Bandit by Neural Network. In: Cairó, O., Sucar, L.E., Cantu, F.J. (eds) MICAI 2000: Advances in Artificial Intelligence. MICAI 2000. Lecture Notes in Computer Science(), vol 1793. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10720076_36
Download citation
DOI: https://doi.org/10.1007/10720076_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-67354-5
Online ISBN: 978-3-540-45562-2
eBook Packages: Springer Book Archive