@article{ART001529837},
author={한정수},
title={A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2011},
volume={16},
number={2},
pages={93-100}
TY - JOUR
AU - 한정수
TI - A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning
JO - Journal of The Korea Society of Computer and Information
PY - 2011
VL - 16
IS - 2
PB - The Korean Society Of Computer And Information
SP - 93
EP - 100
SN - 1598-849X
AB - In this paper, we propose a policy-gradient routing scheme under Reinforcement Learning that can be used adaptive QoS routing. A policy-gradient RL routing can provide fast learning of network environments as using optimal policy adapted average estimate rewards gradient values. This technique shows that fast of learning network environments results in high success rate of routing. For prove it, we simulate and compare with three different schemes.
KW - Localized QoS Routing;Reinforcement Learning;Markov Decision Process;Partially Observable Markov Decision Processes
DO -
UR -
ER -
한정수. (2011). A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning. Journal of The Korea Society of Computer and Information, 16(2), 93-100.
한정수. 2011, "A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning", Journal of The Korea Society of Computer and Information, vol.16, no.2 pp.93-100.
한정수 "A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning" Journal of The Korea Society of Computer and Information 16.2 pp.93-100 (2011) : 93.
한정수. A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning. 2011; 16(2), 93-100.
한정수. "A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning" Journal of The Korea Society of Computer and Information 16, no.2 (2011) : 93-100.
한정수. A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning. Journal of The Korea Society of Computer and Information, 16(2), 93-100.
한정수. A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning. Journal of The Korea Society of Computer and Information. 2011; 16(2) 93-100.
한정수. A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning. 2011; 16(2), 93-100.
한정수. "A Study of Adaptive QoS Routing scheme using Policy-gradient Reinforcement Learning" Journal of The Korea Society of Computer and Information 16, no.2 (2011) : 93-100.
