Collaborative Edge Computing and Caching With Deep Reinforcement Learning Decision Agents.
Jianji RenHaichao WangTingting HouShuai ZhengChaosheng TangPublished in: IEEE Access (2020)
Keyphrases
- reinforcement learning
- multi agent
- decision making
- multi agent systems
- learning agents
- cooperative
- autonomous agents
- multi agent reinforcement learning
- action selection
- multi agent environments
- single agent
- decision makers
- intelligent agents
- agent receives
- multiagent systems
- multiple agents
- software agents
- making decisions
- decision process
- decision problems
- learning agent
- optimal policy
- trust model
- function approximation
- multiagent reinforcement learning
- partial observability
- edge information
- edge detection
- agent model
- team formation
- collaborative learning
- markov decision processes
- resource allocation
- reinforcement learning agents
- model free
- learning environment
- robocup soccer
- machine learning
- decision processes
- action space
- learning capabilities
- mobile agents
- coalition formation
- agent technology
- agent architecture
- influence diagrams
- prefetching
- data access
- knowledge sharing