On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach.
Xinhan WangHuanlai XingFuhong SongShouxi LuoPenglin DaiBowen ZhaoPublished in: IEEE Trans. Parallel Distributed Syst. (2023)
Keyphrases
- cooperative
- multi agent
- reinforcement learning
- multi agent systems
- cooperating agents
- action selection
- multiagent reinforcement learning
- multi agent reinforcement learning
- multiagent systems
- interacting agents
- cooperative agents
- intelligent agents
- agent receives
- autonomous agents
- learning agent
- single agent
- multiple agents
- multi agent environments
- partially observable
- learning capabilities
- partial information
- learning in multi agent systems
- multi agent learning
- autonomous learning
- reward function
- function approximation
- reinforcement learning algorithms
- joint action
- markov decision process
- optimal policy
- state action
- learning agents
- evolutionary learning
- reward shaping
- state space
- mobile agents
- exploration strategy
- markov decision processes
- software agents
- agent technology
- multiagent learning
- optimal control
- agent architecture
- neural network
- primal dual
- robocup soccer
- learning process
- cooperative search