Deep Reinforcement Learning Based Task-Oriented Communication in Multi-Agent Systems.
Guojun HeMingjie FengYu ZhangGuanghua LiuYueyue DaiTao JiangPublished in: IEEE Wirel. Commun. (2023)
Keyphrases
- multi agent systems
- reinforcement learning
- multi agent reinforcement learning
- multi agent
- agent communication
- distributed control
- cooperative
- multi agent environments
- autonomous agents
- agent architecture
- communication networks
- game theory
- state space
- information sharing
- function approximation
- learning algorithm
- intelligent agents
- single agent
- agent systems
- fipa acl
- decentralized control
- dynamic environments
- optimal policy
- fully distributed
- agent oriented
- dialogue system
- coalition formation
- data acquisition
- distributed problem solving
- action selection
- communication channels
- communication cost
- robotic control
- inter agent
- software agents