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SwiftTD: Optimizing TD Learning by Reinaldo Medina is a document available to read on EtoBox.

What is SwiftTD: Optimizing TD Learning about?

The paper presents SwiftTD, an enhanced algorithm for TD learning that improves upon True Online TD(λ) through step-size optimization, effective learning rate bounding, and step-size decay. These enhancements lead to superior performance in reinforcement learning tasks. The authors are Khurram Javed and Richard S. Sutton.

Author

Reinaldo Medina

Language

EN