Browsing University of Galway Theses (PhD Theses) by Subject "Reinforcement learning"
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A Learning Architecture to Support Autonomous Resource Scheduling and Allocation in the Cloud
(2013-09-30)The advent of on-demand computing facilitated by computational clouds, provides an almost unlimited resource supply to support the execution of applications and processes. Through a process known as virtualisation large ... -
Towards inherently adaptive first person shooter agents using reinforcement learning
(2015-09-30)Reinforcement learning (RL) is a paradigm which involves an agent interacting with an environment. The agent carries out actions in the environment and receives positive reinforcement for actions that are deemed “good” and ...