Cooperative Edge Caching Based on Elastic Federated and Multi-Agent Deep Reinforcement Learning in Next-Generation Network.
Qiong WuWenhua WangPingyi FanQiang FanHuiling ZhuKhaled B. LetaiefPublished in: CoRR (2024)
Keyphrases
- multi agent
- cooperative
- reinforcement learning
- proxy cache
- multi agent systems
- multi agent reinforcement learning
- multiagent systems
- multi agent environments
- edge detection
- single agent
- edge information
- multiagent reinforcement learning
- cooperative agents
- learning agents
- reinforcement learning algorithms
- cooperating agents
- model free
- coalition formation
- function approximation
- autonomous agents
- intelligent agents
- data sources
- game theory
- digital libraries
- dynamic programming
- web caching
- state space
- multiscale
- weighted graph
- reinforcement learning agents
- multiple agents
- query processing
- data access
- function approximators
- reinforcement learning methods
- distributed systems
- optimal policy
- reward function
- temporal difference
- markov decision processes
- learning algorithm