Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation.
Ravikumar BalakrishnanKunal SankheV. Srinivasa SomayazuluRath VannithambyJerry SydirPublished in: GLOBECOM (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- power allocation
- resource utilization
- physical layer
- state space
- allocation problems
- markov decision processes
- division multiple access
- allocate resources
- optimal resource allocation
- reinforcement learning algorithms
- resource allocation problems
- dynamic resource allocation
- allocation strategies
- multiple access
- resource usage
- channel coding
- cellular networks
- combinatorial auctions
- packet scheduling
- resource allocation decisions
- resource allocation and scheduling
- transmission scheme
- learning agents
- wireless channels
- multi agent