Research Article

Quality Enhanced Multimedia Content Delivery for Mobile Cloud with Deep Reinforcement Learning

Table 1

Notations.

SymbolDescriptionSymbolDescription

mVideo segmentDiscount factor

fRebuffering eventsDExperience Memory

Experience Memory CapacityBuffer time for segment m

Available bandwidthQuality level variation for segment m

PolicyState for segment m

Device ResolutionRCurrent reward

fRebuffering eventsq()User perceived quality for segment m