The Concept of Criticality in Reinforcement Learning

Yitzhak Spielberg
Yitzhak Spielberg

arXiv: Learning, Volume abs/1810.07254, 2019, Pages 251-258.

Cited by: 1|Bibtex|Views6|DOI:https://doi.org/10.1109/ICTAI.2019.00043
EI
Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

Reinforcement learning methods carry a well known bias-variance trade-off in n-step algorithms for optimal control. Unfortunately, this has rarely been addressed in current research. This trade-off principle holds independent of the choice of the algorithm, such as n-step SARSA, n-step Expected SARSA or n-step Tree backup. A small n resul...More

Code:

Data:

Your rating :
0

 

Tags
Comments