Search Results for author: Pantelis Maniotis

Found 1 papers, 0 papers with code

Viewport-Aware Deep Reinforcement Learning Approach for 360$^o$ Video Caching

no code implementations18 Mar 2020 Pantelis Maniotis, Nikolaos Thomos

To solve the problem, we first formulate the content placement of 360$^o$ videos in edge cache networks as a Markov Decision Process (MDP), and then we determine the optimal caching placement using the Deep Q-Network (DQN) algorithm.

reinforcement-learning Reinforcement Learning (RL)

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