Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning.
Haifeng LuChunhua GuFei LuoWeichao DingShuai ZhengYifan ShenPublished in: IEEE Access (2020)
Keyphrases
- reinforcement learning
- multi agent
- optimization strategies
- optimization strategy
- multi agent environments
- multi agent reinforcement learning
- state space
- function approximation
- optimization algorithm
- mobile devices
- mobile phone
- multi agent systems
- multiple agents
- learning algorithm
- mobile networks
- optimization problems
- learning agents
- edge detection
- agent oriented
- single agent
- temporal difference
- model free
- intelligent agents
- smart phones
- global optimization
- multiagent systems
- mobile computing
- optimization process
- optimal policy
- mobile users
- mobile environments
- machine learning
- constrained optimization
- software agents
- markov decision process
- markov decision processes
- context aware
- transfer learning
- reinforcement learning methods
- cooperative
- edge information