Browsing by Keywords "Reinforcement Learning"
Now showing items 1-4 of 4
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A dynamic DRR scheduling algorithm for flow level QOS assurances for elastic traffic
(Bilkent University, 2006)Best effort service, used to transport the Internet traffic today, does not provide any QoS assurances. Intserv, DiffServ and recently proposed Proportional Diff- Serv architectures have been introduced to provide QoS. ... -
Online learning in structured Markov decision processes
(Bilkent University, 2017-07)This thesis proposes three new multi-armed bandit problems, in which the learner proceeds in a sequence of rounds where each round is a Markov Decision Process (MDP). The learner's goal is to maximize its cumulative ... -
Using reinforcement learning for dynamic link sharing problems under signaling constraints
(Bilkent University, 2003)In static link sharing system, users are assigned a fixed bandwidth share of the link capacity irrespective of whether these users are active or not. On the other hand, dynamic link sharing refers to the process of ... -
Wavelength assignment in optical burst switching networks using neuro-dynamic programming
(Bilkent University, 2003)All-optical networks are the most promising architecture for building large-size, hugebandwidth transport networks that are required for carrying the exponentially increasing Internet traffic. Among the existing switching ...
