Hybrid Reinforcement Learning for STAR-RISs: A Coupled Phase-Shift Model Based Beamformer.
Ruikang ZhongYuanwei LiuXidong MuYue ChenXianbin WangLajos HanzoPublished in: IEEE J. Sel. Areas Commun. (2022)
Keyphrases
- phase shift
- reinforcement learning
- model free
- learning algorithm
- signal to noise ratio
- multipath
- optimal control
- multi agent
- control problems
- reinforcement learning algorithms
- state space
- function approximation
- temporal difference learning
- hybrid learning
- dynamic programming
- hidden markov models
- real time
- optimal policy
- wireless sensor networks
- robot control
- markov decision process
- minimum variance
- data sets