Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI.
Baturay SaglamDoga GürgünogluSuleyman S. KozatPublished in: ICC Workshops (2023)
Keyphrases
- reinforcement learning
- software implementation
- computing systems
- embedded systems
- state space
- distributed systems
- processing capabilities
- complex systems
- computer systems
- real time
- low cost
- learning process
- management system
- dynamic programming
- expert systems
- function approximation
- massively parallel
- model free
- learning algorithm