Implications of decentralized Q-learning resource allocation in wireless networks.
Francesc WilhelmiBoris BellaltaCristina CanoAnders JonssonPublished in: PIMRC (2017)
Keyphrases
- wireless networks
- resource allocation
- multi agent
- cooperative
- decentralized decision making
- wireless communication
- reinforcement learning
- resource allocation problems
- resource management
- ad hoc networks
- allocation problems
- cellular networks
- multi hop
- packet scheduling
- network coding
- base station
- single agent
- video delivery
- distributed systems
- learning algorithm
- allocation strategies
- scarce resources
- optimal resource allocation
- distributed resource allocation
- wireless ad hoc networks
- optimal policy
- state space