Sparse kernel-SARSA(lambda) with an eligibility trace
Date
Authors
Robards, Matthew
Sunehag, Peter
Sanner, Scott
Marthi, Bhaskara
Journal Title
Journal ISSN
Volume Title
Publisher
Springer
Abstract
We introduce the first online kernelized version of SARSA(λ) to permit sparsification for arbitrary λ for 0 ≤ λ ≤ 1; this is possible via a novel kernelization of the eligibility trace that is maintained separately from the kernelized value functio
Description
Citation
Collections
Source
Proceedings of Machine Learning and Knowledge Discovery in Databases - European Conference (ECML PKDD 2011)
Type
Book Title
Entity type
Access Statement
License Rights
Restricted until
2037-12-31
Downloads
File
Description