Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information.
Eike-Manuel BansbachYigit KiyakLaurent SchmalenPublished in: CoRR (2022)
Keyphrases
- resource allocation
- state information
- multiple access
- reinforcement learning
- state space
- action space
- communication systems
- code division multiple access
- resource management
- wireless communication
- optimal resource allocation
- resource allocation problems
- markov decision processes
- packet scheduling
- resource allocation decisions
- multi agent
- optimal policy
- dynamic programming
- heuristic search
- wireless channels
- multi user
- learning algorithm
- real valued
- long term evolution