New Recommendation System Using Reinforcement Learning

@inproceedings{Rojanavasu2005NewRS,
  title={New Recommendation System Using Reinforcement Learning},
  author={Pornthep Rojanavasu and Phaitoon Srinil and Ouen Pinngern},
  year={2005}
}
Recommendation system are widely used in e-commerce that is a part of ebusiness. It helps users locate information or products that they would like to make offers. In this paper, we purpose a new web recommendation system based on reinforcement learning, which is different from another system using Q-learning method. By using ε-greedy policy combined with SARSA prediction method, another powerful method of reinforcement learning is obtained. The system gives customer more chance to explore new… CONTINUE READING

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