Novel Edge Caching Approach Based on Multi-Agent Deep Reinforcement Learning for Internet of Vehicles.
Degan ZhangWenjing WangJie ZhangTing ZhangJinyu DuChun YangPublished in: IEEE Trans. Intell. Transp. Syst. (2023)
Keyphrases
- reinforcement learning
- multi agent
- traffic signal control
- function approximation
- model free
- edge detection
- real time
- multi agent systems
- state space
- cooperative
- machine learning
- multi agent reinforcement learning
- learning agents
- access patterns
- markov decision processes
- multiagent systems
- prefetching
- multi agent environments
- intelligent agents
- temporal difference
- reinforcement learning algorithms
- single agent
- intelligent transportation systems
- query processing
- proxy servers
- learning algorithm
- autonomous agents
- web caching
- learning process
- mobile environments
- response time
- edge information
- data access