Implications of Decentralized Q-learning Resource Allocation in Wireless Networks.
Francesc WilhelmiBoris BellaltaCristina CanoAnders JonssonPublished in: CoRR (2017)
Keyphrases
- wireless networks
- resource allocation
- multi agent
- cooperative
- decentralized decision making
- wireless communication
- resource allocation problems
- ad hoc networks
- reinforcement learning
- multi hop
- resource management
- learning algorithm
- base station
- cross layer
- multi agent systems
- optimal policy
- cellular networks
- state space
- network coding
- allocation problems
- multiagent systems
- scarce resources
- wireless ad hoc networks
- multimedia services
- distributed resource allocation
- computer simulation
- single agent
- response time
- rate adaptation
- resource allocation decisions