Concepedia

Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA

Yisel Garí, Elina Pacini, Luciano Robino, Cristian Mateos, David A. Monge

Future Generation Computer Systems · 2024 · 23 citations · 25 references

DOI

Concepts

References

25

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

, , +8

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

, , +10

Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

, , +16

Q-learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

Reinforcement Learning: An Introduction

Jeffrey D. Johnson, Jinghong Li, Zengshi Chen · Neurocomputing · 2000 · 8.7K citations

, , +12