Browsing by Subject "Markov Decision Process"
Now showing items 1-3 of 3
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(2023-11-22)We study the optimal control of multiple video streams over a wireless downlink from a base-station (BS)/access point to N end-devices. The BS sends video packets to each end-device under a joint transmission power constraint, ...
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(2017-04-12)In recent years, we have noticed tremendous increase of energy consumption and carbon pollution in the industrial sector, and many energy-intensive industries are striving to reduce energy cost and to have a positive impact ...
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(2023-05-01)This work proposes an approach to optimizing media streaming performance using reinforcement learning (RL) algorithms. The proposed approach leverages RL’s ability to learn from experience to adapt streaming policies in ...