πŸ’ Reinforcement Learning for Blackjack | SpringerLink

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This paper explores reinforcement learning as a means of approximating an optimal blackjack strategy using the Q-learning algorithm. 1 Introduction. The​.


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We have explored the use of blackjack as a test bed for learning strategies in neural networks, and specifically with reinforcement learning techniques [1].


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This paper explores reinforcement learning as a means of approximating an optimal blackjack strategy using the Q-learning algorithm. 1 Introduction. The​.


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PDF | On Dec 14, , Akinola A Wilson and others published Blackjack: Reinforcement Learning Approaches to an Incomplete Information.


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approaches are also reported. Keywords|Reinforcement learning, SARSA algorithm, Q- learning, Blackjack, learning strategies, arti cial neural net- works.


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Advertisement Hide. Personalised recommendations. Conference paper. Share paper.{/INSERTKEYS}{/PARAGRAPH} Sutton, R. Skip to main content Skip to sections. The agent either assigns values to states, or actions in states. Cite paper How to cite? Download to read the full conference paper text. To test the performance of the Reinforcement Learning agent, several experiments were devised and run. Reinforcement Learning attempts to teach a computer certain actions, given certain states, based on past experience and numerical rewards gained. Hodder Headline Plc. International Conference on Entertainment Computing. Goldsmiths University of London. This will initially be developed for Blackjack, with possible extensions to other games. {PARAGRAPH}{INSERTKEYS}This paper explores the development of an Artificial Intelligence system for an already existing framework of card games, called SKCards, and the experimental results obtained from this. Reinforcement Learning was chosen as the method to be employed. Reinforcement Learning for Blackjack. ENW EndNote. All the other games are single player. Parlett, D. Kakvi 1 1. Blackjack is one of the simpler games and the only current game in the SKCards package which needs an Artificial Intelligence agent. This service is more advanced with JavaScript available.