Beamforming for Maximal Coverage in mmWave Drones: A Reinforcement Learning Approach.
Hossein VaezyMehdi Salehi Heydar AbadÖzgür ErçetinHalim YanikomerogluMohammad Javad OmidiMohammad Mahdi NaghshPublished in: IEEE Commun. Lett. (2020)
Keyphrases
- reinforcement learning
- function approximation
- optimal policy
- state space
- model free
- robotic control
- independent set
- linear array
- markov decision processes
- mimo ofdm systems
- learning capabilities
- temporal difference
- learning algorithm
- transfer learning
- action selection
- frequency domain
- reinforcement learning algorithms
- denoising
- function approximators
- temporal difference learning
- genetic algorithm
- real time
- database