Browsing Information Technology by Subject "Reinforcement learning"
Now showing items 1-3 of 3
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Applying reinforcement learning towards automating resource allocation and application scalability in the cloud
(Wiley, 2012-05-30)Public Infrastructure as a Service (IaaS) clouds such as Amazon, GoGrid and Rackspace deliver computational resources by means of virtualisation technologies. These technologies allow multiple independent virtual machines ... -
Autonomous hvac control, a reinforcement learning approach
(Springer Verlag, 2015-08-29)Abstract—Recent high profile developments of autonomous learning thermostats by companies such as Nest Labs and Honeywell have brought to the fore the possibility of ever greater numbers of intelligent devices permeating ... -
Multi-objective multi-agent decision making: a utility-based analysis and survey
(Springer Verlag, 2019-12-09)The majority of multi-agent system implementations aim to optimise agents policies with respect to a single objective, despite the fact that many real-world problem domains are inherently multi-objective in nature. ...