Transfer In Reinforcement Learning Domains

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Transfer In Reinforcement Learning Domains

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Transfer In Reinforcement Learning Domains

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Transfer In Reinforcement Learning Domains

In Reinforcement Learning (rl) Problems, Learning Agents Sequentially Execute Actions With The Goal Of Maximizing A Reward Signal. The Rl Framework Has Gained Popularity With The Development Of Algorithms Capable Of Mastering Increasingly Complex Problems, But Learning Difficult Tasks Is Often Slow Or Infeasible When Rl Agents Begin With No Prior Knowledge. The Key Insight Behind Transfer Learning Is That Generalization May Occur Not Only Within Tasks, But Also Across Tasks.
  • Brand: Springer Nature B.V
  • Category: Computing & Internet
  • Format: Hardcover
  • Language: English
  • Publication Date: 2009-06-05
  • Publisher / Label: Springer Nature B.V
  • Author: Matthew Taylor
  • Number of Pages: 244
  • Fruugo ID: 557242834-1125512623
  • ISBN: 9783642018817
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