# Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI

> Research article (2023 IEEE International Conference on Communications Workshops (ICC Workshops), 2023) · cited 34× · AI/ML

**Wikidata**: [openalex:W4387870825](https://www.wikidata.org/wiki/openalex:W4387870825)  
**Source**: https://4ort.xyz/entity/deep-reinforcement-learning-based-joint-downlink-beamforming-and-ris-configuration-in-ris-aided-mu-miso-systems-under-ha