Reinforcement Learning-based Dynamic Resource Allocation For Grant-Free Access.
Mariam ElsayemHatem Abou-ZeidAli AfanaSidney GivigiPublished in: GLOBECOM (2022)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- function approximation
- resource allocation
- allocation policies
- access control
- optimal policy
- markov decision processes
- multi agent
- state space
- remote access
- information access
- robot control
- data sets
- databases
- robotic control
- random access
- temporal difference
- action selection
- data mining
- learning algorithm
- multimedia
- data structure