Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach.
Fangxin WangFeng WangJiangchuan LiuRyan SheaLifeng SunPublished in: INFOCOM (2020)
Keyphrases
- reinforcement learning
- multi agent
- american football
- learning capabilities
- video data
- video analysis
- intelligent systems
- machine learning
- network conditions
- video streams
- state space
- video sequences
- model free
- real time
- multi agent environments
- multimedia
- temporal difference
- peer to peer
- function approximation
- video content
- complex networks
- network structure
- video frames
- edge detection
- dynamic programming
- key frames
- reinforcement learning algorithms
- network bandwidth
- web caching
- team formation
- multiagent systems
- reinforcement learning agents
- user perceived