The STUDIA UNIVERSITATIS BABEŞ-BOLYAI issue article summary

The summary of the selected article appears at the bottom of the page. In order to get back to the contents of the issue this article belongs to you have to access the link from the title. In order to see all the articles of the archive which have as author/co-author one of the authors mentioned below, you have to access the link from the author's name.

  
       
         
    STUDIA INFORMATICA - Issue no. 2 / 2003  
         
  Article:   A NEW INTERFACE FOR REINFORCEMENT LEARNING SOFTWARE.

Authors:  GABRIELA ŞERBAN. 		 
       
         
  Abstract:  The field of Reinforcement Learning, a sub-field of machine learn- ing, represents an important direction for research in Artificial Intelligence, the way for improving an agent''s behavior, given a certain feed-back about its performance. In this paper we propose an original interface for programming reinforcement learning simulations in known environments. Using this inter- face, there are possible simulations both for reinforcement learning based on the states'' utilities and learning based on actions'' values (Q-learning).  
         
     
         
         
      Back to previous page